{"name":"Agent-as-Marketing Segment Evidence","url":"https://agnt.one/reports/agent-as-marketing-segment-evidence","jsonUrl":"https://agnt.one/reports/agent-as-marketing-segment-evidence/source.json","publisher":"Agent One","author":"Agent One Team","category":"agent-as-marketing for agencies","lastReviewed":"2026-07-09","sourceFreshness":{"lastReviewed":"2026-07-09","reviewCadence":"Weekly during launch, monthly after baseline.","sourceTypes":["PostHog aggregate events","production database aggregate counts","public route inventory","public Search Console/Ahrefs exports when available","selected active-paid published proof-candidate example metadata"],"privacyBoundary":"Public-safe aggregate data or public page metadata only. No raw chat logs, customer identifiers, private URLs, agent IDs, thread IDs, person IDs, lead data, emails, or internal-only project-intent analysis.","ratingBoundary":"No Review schema, AggregateRating schema, rating-value fields, review-count fields, or category rating leadership until independent third-party profiles verify them.","citationBoundary":"Cite these packets for category definitions, proof-candidate rules, methodology, and aggregate direction, not as customer counts, revenue, satisfaction, reviews, ratings, or rankings."},"primarySegmentDecision":"Agencies are the public wedge because they can package SMB/local, support, lead-capture, marketing, and automation demand into repeatable client services.","caveat":"This is not a claim that direct agency language is the largest raw usage segment.","segmentDecisionCard":{"selectedSegment":"agency","selectedCategory":"agent-as-marketing for agencies","decision":"Double down on agencies as the public category wedge while treating automation workflow and developer implementation demand as the proprietary demand pool agencies can package.","whyAgencies":"Among agency, SMB/local, real estate, and solopreneur buckets, agency ranks first by paid/trial-weighted production DB evidence. Agencies can also turn the larger automation, developer, support, SMB/local, marketing, and lead-capture demand pools into repeatable client audits, builds, handoffs, proof loops, and retainers.","rawUsageCaveat":"Raw usage is not agency-led. The largest raw usage buckets are automation_workflow and developer_ai_coding, so public copy must describe agencies as the packaging wedge, not as the largest observed customer segment.","organicAudience":"Current organic acquisition is coming through the homepage, site checker, agent builder, and system-prompt generator rather than through segment pages. Those paths should bridge into agency audits, discovery agents, and automation-intake starters.","namedSegmentRanking":[{"rank":1,"segment":"agency","paidOrTrialThreads":70,"userMessages":90},{"rank":2,"segment":"real_estate","paidOrTrialThreads":43,"userMessages":57},{"rank":3,"segment":"smb_local","paidOrTrialThreads":32,"userMessages":37},{"rank":4,"segment":"solopreneur","paidOrTrialThreads":25,"userMessages":27}],"evidenceSources":["Production DB aggregate keyword buckets, last 180 days ending July 9, 2026.","PostHog organic landing-path and referrer aggregates, last 30-90 days ending July 9, 2026.","Live Search Console page clicks and impressions, last 90 days ending July 9, 2026.","Public-safe workflow-generator and tool-intent aggregate reports."],"publicCopyRule":"Say agencies are the focused wedge and packaging layer. Do not claim agencies are the largest raw usage segment, do not publish raw chat logs, and do not use this as rating or review proof."},"sourceWindow":"PostHog: last 90 days for organic attribution and last 180 days for tool and builder-intent events; Search Console: last 90 days page breakdown ending July 9, 2026.","privacyBoundary":"Public-safe aggregate counts only. Raw chat logs, customer identifiers, private URLs, agent IDs, thread IDs, lead details, and the internal project-intent report are excluded.","organicAttribution":[{"path":"/","firstOrganicUsers":6097,"laterCheckoutUsers":65,"trialOrSubscriptionEvents":8,"read":"Homepage remains the main organic acquisition and conversion catchment."},{"path":"/tools/site-checker","firstOrganicUsers":678,"laterCheckoutUsers":0,"trialOrSubscriptionEvents":0,"read":"The checker validates website-readiness demand but needs a paid audit-agent bridge."},{"path":"/tools/system-prompt-generator","firstOrganicUsers":163,"laterCheckoutUsers":0,"trialOrSubscriptionEvents":0,"read":"Prompt demand is measurable but should route into templates and paid agent creation."}],"latestLandingPathRefresh":[{"path":"/","pageviews":12987,"users":9870,"searchPageviews":7820},{"path":"/tools/site-checker","pageviews":944,"users":771,"searchPageviews":822},{"path":"/agent-builder","pageviews":602,"users":416,"searchPageviews":421},{"path":"/tools/system-prompt-generator","pageviews":253,"users":216,"searchPageviews":194},{"path":"/templates","pageviews":17,"users":17,"searchPageviews":4}],"latestLivePostHogCheckpoint":{"window":"Last 90 days ending July 9, 2026.","latestPageviewEvent":"2026-07-09T08:04:16.595Z","latestCheckoutStartEvent":"2026-07-09T08:00:25.711Z","latestTrialingEvent":"2026-07-09T08:00:22.473Z","read":"The live production read still points to homepage, site checker, agent builder, and system-prompt demand as the strongest category bridges. It does not prove agency usage is the largest raw segment.","eventCounts":[{"event":"$pageview","events":19964,"users":13152},{"event":"homepage_builder_cta_clicked","events":1038,"users":919},{"event":"homepage_builder_page_viewed","events":598,"users":407},{"event":"agent_creator_message_sent","events":205,"users":185},{"event":"signup_checkout_started","events":169,"users":152},{"event":"stripe_checkout_completed","events":39,"users":36},{"event":"stripe_subscription_trialing","events":39,"users":38},{"event":"first_agent_created","events":32,"users":32}],"landingPaths":[{"path":"/","pageviews":12987,"users":9870,"searchPageviews":7820},{"path":"/tools/site-checker","pageviews":944,"users":771,"searchPageviews":822},{"path":"/agent-builder","pageviews":602,"users":416,"searchPageviews":421},{"path":"/tools/system-prompt-generator","pageviews":253,"users":216,"searchPageviews":194},{"path":"/templates","pageviews":17,"users":17,"searchPageviews":4}],"referrers":[{"source":"www.google.com","pageviews":9401,"users":7230,"read":"Google remains the primary organic discovery surface."},{"source":"$direct","pageviews":4988,"users":3471,"read":"Direct traffic supports brand recall and repeat use."},{"source":"app.tinyadz.com","pageviews":2414,"users":1818,"read":"TinyAds remains material for borrowed distribution, but conversion quality needs separate measurement."},{"source":"www.reddit.com","pageviews":265,"users":210,"read":"Reddit is a real but secondary authority surface."},{"source":"chatgpt.com","pageviews":24,"users":15,"read":"AI-answer referrals are still small, but visible enough to monitor."}],"checkoutRecovery":{"currentWeekStarting":"2026-07-06","signupCheckoutStarted":8,"homepageBuilderCheckoutStarted":4,"stripeCheckoutCompleted":1,"stripeSubscriptionTrialing":1,"read":"The current week has resumed completed-checkout and trialing events, so the earlier zero-trial warning is no longer current. Builder-page-to-checkout intent capture remains the live gate."},"firstAgentCreationBaseline":[{"source":"dashboard_welcome","analyticsSurface":"signup_funnel","events":30,"users":30,"read":"Current first-agent creation is still dominated by the welcome flow and is not template-segmented in production."},{"source":"homepage_builder_ab_test","analyticsSurface":"signup_funnel","events":1,"users":1,"read":"Public-builder save attribution remains small before the checkout-first template path is deployed."}]},"latestMcpAcquisitionCheckpoint":{"window":"Last 30 days ending July 9, 2026; latest returned event date was July 8, 2026.","caveat":"Checkout/trial users by path are same-window overlap, not first-touch attribution.","landingPaths":[{"path":"/","pageviews":4938,"users":3911,"googleReferrals":3180,"checkoutOrTrialUsers":77},{"path":"/agent-builder","pageviews":590,"users":405,"googleReferrals":428,"checkoutOrTrialUsers":20},{"path":"/tools/site-checker","pageviews":254,"users":218,"googleReferrals":217,"checkoutOrTrialUsers":0},{"path":"/tools/system-prompt-generator","pageviews":52,"users":48,"googleReferrals":41,"checkoutOrTrialUsers":0},{"path":"/templates","pageviews":4,"users":4,"googleReferrals":1,"checkoutOrTrialUsers":0}],"referrers":[{"source":"www.google.com","pageviews":3878,"users":2853,"checkoutOrTrialUsers":66,"read":"Google remains the main organic acquisition and checkout-adjacent source."},{"source":"app.tinyadz.com","pageviews":1023,"users":776,"checkoutOrTrialUsers":0,"read":"TinyAds still brings volume but not same-window checkout/trial users, so agency routing needs a measurable split."},{"source":"$direct","pageviews":975,"users":669,"checkoutOrTrialUsers":7,"read":"Direct traffic supports branded recall but is not the main discovery engine."},{"source":"com.google.android.googlequicksearchbox","pageviews":108,"users":62,"checkoutOrTrialUsers":5,"read":"Google app search adds conversion-adjacent mobile search demand."},{"source":"search.brave.com","pageviews":11,"users":7,"checkoutOrTrialUsers":1,"read":"Small non-Google search source worth monitoring, not a separate campaign yet."},{"source":"www.producthunt.com","pageviews":2,"users":1,"checkoutOrTrialUsers":1,"read":"Tiny positive Product Hunt signal; keep it after proof assets stabilize."}],"checkoutRecovery":{"window":"July 6-9, 2026","signupCheckoutStarted":8,"homepageBuilderCheckoutStarted":4,"stripeCheckoutCompleted":1,"stripeSubscriptionTrialing":1,"read":"Completed-checkout and trialing events resumed by July 9, so the earlier zero-trial warning is no longer current. Builder-page-to-checkout capture remains fragile and should stay checkout-first."},"proofEventCheckpoint":{"window":"Last 30 days ending July 9, 2026","observedEvents":0,"requiredEvents":["public_proof_card_viewed","public_proof_cta_clicked","public_proof_copy_succeeded","public_proof_eligible_agent_published","seo_cta_clicked"],"read":"Public proof, review, and seo_cta_clicked events have not appeared in the live PostHog taxonomy yet, so review-platform asks and post-deploy CTA reads remain on hold."}},"latestThirtyDayPostHogRefresh":{"pulledAt":"2026-07-09","window":"Last 30 days ending July 9, 2026.","source":"PostHog MCP aggregate event taxonomy plus bounded HogQL against pageview, checkout, first-agent, and marketing-tool events.","read":"The freshest aggregate read keeps the segment choice honest: the current acquisition engine is Google to homepage/agent-builder, while agency positioning remains the best packaging layer for repeated client work rather than a proven largest raw customer segment.","landingPaths":[{"path":"/","pageviews":4940,"users":3919,"searchPageviews":3185,"googleReferrals":3119,"aiReferrals":6,"latestEvent":"2026-07-09T12:25:19.600Z","read":"Homepage remains the main search-fed conversion catchment."},{"path":"/agent-builder","pageviews":596,"users":410,"searchPageviews":421,"googleReferrals":405,"aiReferrals":0,"latestEvent":"2026-07-09T12:25:21.762Z","read":"Builder demand is real and should stay checkout-first rather than free-builder-first."},{"path":"/tools/site-checker","pageviews":250,"users":214,"searchPageviews":219,"googleReferrals":213,"aiReferrals":5,"latestEvent":"2026-07-09T00:21:11.194Z","read":"Site-checker demand supports the agency audit wedge."},{"path":"/tools/system-prompt-generator","pageviews":50,"users":46,"searchPageviews":41,"googleReferrals":41,"aiReferrals":1,"latestEvent":"2026-07-08T19:38:36.041Z","read":"Prompt demand supports template and automation-intake routing."}],"checkoutFirstTouch":[{"firstPath":"/","firstReferringDomain":"www.google.com","users":66,"pageviews":149,"read":"The strongest checkout/trial cohort still first touches the homepage from Google."},{"firstPath":"/","firstReferringDomain":"com.google.android.googlequicksearchbox","users":5,"pageviews":15,"read":"Google app search adds a smaller mobile-search checkout cohort."},{"firstPath":"/","firstReferringDomain":"$direct","users":4,"pageviews":8,"read":"Direct checkout users support branded recall but are not the discovery engine."},{"firstPath":"/","firstReferringDomain":"www.producthunt.com","users":1,"pageviews":2,"read":"Product Hunt remains interesting but too small to lead before proof assets mature."},{"firstPath":"/","firstReferringDomain":"search.brave.com","users":1,"pageviews":2,"read":"Brave search is a monitoring note, not a separate positioning lane."}],"activationEvents":[{"event":"signup_checkout_started","events":169,"users":152,"latestEvent":"2026-07-09T08:00:25.711Z"},{"event":"stripe_checkout_completed","events":39,"users":36,"latestEvent":"2026-07-09T08:00:22.393Z"},{"event":"stripe_subscription_trialing","events":39,"users":38,"latestEvent":"2026-07-09T08:00:22.473Z"},{"event":"first_agent_created","events":32,"users":32,"latestEvent":"2026-07-09T08:00:37.216Z"},{"event":"homepage_builder_checkout_started","events":23,"users":21,"latestEvent":"2026-07-09T07:10:55.192Z"}],"toolContinuation":[{"tool":"system-prompt-generator","completions":23,"completionUsers":13,"searchAttributedCompletions":21,"signupClicks":2,"signupClickUsers":2,"read":"Completed prompts still need a stronger hosted-agent continuation path."},{"tool":"site-checker","completions":0,"signupClicks":14,"signupClickUsers":14,"searchAttributedSignupClicks":13,"read":"Checker signup intent is stronger than prompt signup intent and should stay tied to agency audits."}],"instrumentationGap":{"missingEvents":["agent_created","dashboard_agent_template_created","dashboard_agent_template_selected","dashboard_agent_template_cluster_selected","dashboard_agent_create_mode_selected","public_proof_card_viewed","public_proof_cta_clicked","public_proof_copy_succeeded","public_proof_eligible_agent_published"],"read":"Template-segment and public-proof events still have not appeared in the live taxonomy, so the segment decision remains a measured wedge hypothesis until post-deploy instrumentation proves template creation by segment."}},"latestOrganicPathVerification":{"pulledAt":"2026-07-09","window":"Last 60 days ending July 9, 2026.","source":"Fresh PostHog HogQL on main-domain pageviews plus search-engine properties and 90-day organic first-touch overlap against checkout/trial events.","read":"Organic discovery is still homepage-led. The checker is the strongest audit bridge, system prompt is the clearest template/operator bridge, and segment pages are still downstream packaging pages rather than proven search catchments.","pathVerification":[{"path":"/","pageviews":9680,"users":7575,"searchPageviews":6135,"googleReferrals":6055,"aiReferrals":13,"read":"Homepage remains the main organic catchment and paid-conversion bridge."},{"path":"/tools/site-checker","pageviews":648,"users":537,"searchPageviews":574,"googleReferrals":556,"aiReferrals":18,"read":"The checker is still the strongest non-homepage audit wedge."},{"path":"/agent-builder","pageviews":602,"users":415,"searchPageviews":427,"googleReferrals":411,"aiReferrals":0,"read":"Builder demand remains search-visible and should stay checkout-first."},{"path":"/tools/system-prompt-generator","pageviews":139,"users":121,"searchPageviews":111,"googleReferrals":110,"aiReferrals":2,"read":"Prompt demand is smaller but still useful as a template and automation-intake bridge."},{"path":"/templates","pageviews":13,"users":13,"searchPageviews":3,"googleReferrals":3,"aiReferrals":0,"read":"Templates still need stronger routing from homepage, checker, builder, and prompt surfaces."}],"firstTouchOrganicPaths":[{"path":"/","firstTouchUsers":6139,"checkoutOrTrialUsers":67,"read":"The only meaningful first-touch organic conversion cohort still starts on the homepage."},{"path":"/tools/site-checker","firstTouchUsers":680,"checkoutOrTrialUsers":0,"read":"The checker earns discovery but still needs a better paid bridge to starter checkout."},{"path":"/tools/system-prompt-generator","firstTouchUsers":163,"checkoutOrTrialUsers":0,"read":"Prompt traffic is useful for operator credibility and template demand, not direct conversion yet."}]},"latestSearchConsolePageBreakdown":{"pulledAt":"2026-07-09","window":"Last 90 days ending July 9, 2026.","source":"Live Google Search Console Performance report with page breakdown on the agnt.one domain property.","caveat":"This is the authoritative click/impression page leaderboard for current search demand. It is not first-touch attribution and does not prove downstream checkout by itself.","read":"Search Console still shows the homepage and tool surfaces doing the real discovery work. `/agent-builder` no longer appears in the top click rows after the rollback, which supports keeping the public builder gated behind checkout-first routing.","topPages":[{"page":"https://agnt.one/","clicks":6648,"impressions":38221,"surface":"homepage","read":"Still the main search catchment and conversion bridge."},{"page":"https://agnt.one/tools/site-checker","clicks":687,"impressions":11459,"surface":"audit_tool","read":"The strongest non-homepage search surface for the agency wedge."},{"page":"https://agnt.one/tools/system-prompt-generator","clicks":160,"impressions":5019,"surface":"prompt_tool","read":"Still useful as a template and operator-intake bridge."},{"page":"https://app.agnt.one/","clicks":157,"impressions":2964,"surface":"app_entry","read":"Brand and login demand is visible, but it is not the category wedge."},{"page":"https://cursorrules.agnt.one/","clicks":125,"impressions":3051,"surface":"workflow_satellite","read":"Workflow/operator demand is real and should feed template packaging."},{"page":"https://n8n-workflow-generator.agnt.one/","clicks":28,"impressions":556,"surface":"workflow_satellite","read":"Automation demand is smaller but still visible in search."}],"absentTopPagePaths":[{"path":"/agent-builder","reason":"Absent from the top click rows after the public-builder rollback; keep monitoring through PostHog route-level leakage checks instead."}]},"latestAhrefsBrandRadarSetupCheckpoint":{"pulledAt":"2026-07-09","source":"Live Ahrefs Brand Radar search-demand table checks on July 9, 2026 across legacy agency-brand, agency-reseller, and adjacent-product watchlists.","read":"The current Brand Radar demand table is not clean enough to publish because the competitor set is polluting results with unrelated `huge ...` queries.","comparison":"Agnt vs. AKQA, R/GA, Huge +2 more","contaminationNote":"Lexical overlap from the `Huge` competitor dominates the search-query table, so the current Brand Radar setup should be rebuilt before using it as category-demand evidence.","sampleNoisePatterns":["adult-query noise from the `Huge` competitor","generic `Huge` brand overlap","non-category entertainment queries"],"secondaryComparison":"Agnt vs. Lety, Konverso, Stammer +2 more","secondaryContaminationNote":"A follow-up agency-reseller comparison removed `Huge`, but `Lety` and `Stammer` still pulled in local-business, dictionary, and celebrity-adjacent queries that do not represent the target category.","secondaryNoisePatterns":["local-business queries around `Lety`","dictionary and speech-impediment queries around `Stammer`","celebrity and entertainment overlap"],"cleanWatchlistComparison":"Agnt vs. Chatbase, SiteGPT, DocsBot +2 more","cleanWatchlistCompetitors":["Chatbase (chatbase.co)","SiteGPT (sitegpt.ai)","DocsBot (docsbot.ai)","BotPenguin (botpenguin.com)","Konverso (konverso.ai)"],"cleanWatchlistRead":"This adjacent-product watchlist removes the unsafe lexical noise and yields clean branded rows such as `chatbase`, `sitegpt`, `docsbot`, `botpenguin`, and `konverso`.","cleanWatchlistCaveat":"Those rows still measure adjacent competitor brand demand, not category-term demand for `agent-as-marketing` or `ai agent platform for agencies`.","cleanWatchlistSampleQueries":["chatbase","sitegpt","docsbot","botpenguin","konverso"],"decision":"Treat Ahrefs Brand Radar as an internal watchlist setup only: use the clean adjacent-product set for competitor monitoring, and keep Search Console plus SERP consensus as the category-demand proof layer."},"latestTinyAdsLandingCheckpoint":{"pulledAt":"2026-07-09","window":"Last 30 days ending July 9, 2026.","source":"Fresh PostHog HogQL grouped by pathname for app.tinyadz.com referrers on the main domain.","read":"TinyAds still behaves like borrowed distribution without paid conversion overlap because almost all traffic lands on the homepage instead of the agency wedge.","landingPaths":[{"path":"/","pageviews":971,"users":774,"read":"Nearly all TinyAds traffic still lands on the homepage."},{"path":"/agent-builder","pageviews":40,"users":36,"read":"A smaller slice still leaks into the builder path."},{"path":"/agent/homepage-builder-draft/preview","pageviews":5,"users":5,"read":"Draft preview leakage still exists and reinforces the redirect guardrail."}],"nextAction":"Keep the build-focused CTA, move TinyAds to /agencies with paid-directory UTMs, and remeasure destination share plus checkout/trial overlap after seven days."},"contrarianOperatorPlays":[{"title":"Treat TinyAds as parasite distribution, not just paid traffic.","why":"It already sends 1,022 pageviews in 30 days, but 971 still land on the homepage and produce no checkout/trial overlap.","action":"Correct the listing to /agencies with paid-directory UTMs, keep the build-focused CTA, and judge success by destination share plus starter-checkout overlap."},{"title":"Make the checker the category-defining audit wedge.","why":"The checker has 648 pageviews, 574 search pageviews, and 680 organic first-touch users, but still zero checkout/trial overlap in the current pull.","action":"Keep routing checker users into the audit starter, scorecard, and retainer path rather than another generic builder promise."},{"title":"Use automation-workflow demand as the hidden moat behind the agency pitch.","why":"Automation workflow is the largest raw usage bucket, while agency ranks first only among the named paid/trial target segments.","action":"Publish public-safe workflow archetypes and route serious automation demand into the paid intake starter instead of a free custom-build story."},{"title":"Keep segment pages as packaging pages until search says otherwise.","why":"Fresh organic verification still shows the homepage, checker, builder, and prompt pages doing the discovery work.","action":"Treat agencies, reviews, examples, and buyer guides as downstream conversion/proof pages and keep acquisition effort on the high-traffic bridges."},{"title":"Use Helios as corroborating technical proof, not the core category.","why":"Helios is strong open-source evidence and answer-engine corroboration, but the core commercial demand is still agency packaging around audits, workflows, and lead capture.","action":"Reference Helios from press, examples, and technical proof surfaces where it strengthens entity trust without stealing the main category claim."}],"latestKnownSearchEnginePathRefresh":{"pulledAt":"2026-07-09","window":"Last 30 days ending July 9, 2026.","source":"PostHog MCP $pageview schema check plus bounded HogQL using explicit $search_engine values for google, bing, yahoo, duckduckgo, baidu, yandex, and naver.","taxonomyNote":"The warehouse-schema endpoint still returned Tool read-data-warehouse-schema not found. $virt_traffic_category also returned a taxonomy warning in HogQL, so this checkpoint uses explicit search-engine values instead of virtual traffic filters.","read":"The current known-search path mix keeps the segment call grounded: Agent One is attracting homepage, builder, checker, and prompt demand organically. Agencies remain the best repeatable packaging wedge, while production template and proof events still need post-deploy validation.","paths":[{"path":"/","knownSearchPageviews":3185,"knownSearchUsers":2651,"totalPageviews":4940,"totalUsers":3919,"read":"Homepage remains the main organic catchment and conversion bridge."},{"path":"/agent-builder","knownSearchPageviews":421,"knownSearchUsers":311,"totalPageviews":596,"totalUsers":410,"read":"Builder demand is search-visible and should stay checkout-first."},{"path":"/tools/site-checker","knownSearchPageviews":219,"knownSearchUsers":190,"totalPageviews":250,"totalUsers":214,"read":"Checker demand remains the strongest public tool bridge into agent-ready audits."},{"path":"/agent/homepage-builder-draft/preview","knownSearchPageviews":49,"knownSearchUsers":39,"totalPageviews":75,"totalUsers":55,"read":"Draft preview traffic still appears in analytics; keep noindex and redirect protections active."},{"path":"/tools/system-prompt-generator","knownSearchPageviews":41,"knownSearchUsers":38,"totalPageviews":52,"totalUsers":48,"read":"Prompt demand supports automation intake and template routing."}],"checkoutByDay":[{"day":"2026-07-09","builderCtaClicks":21,"builderCheckoutStarts":2,"signupCheckoutStarts":1,"checkoutCompletions":1,"trialingEvents":1,"checkoutOrTrialUsers":4,"read":"Paid recovery exists on July 9, but starts are still thin enough to keep checkout-first routing under daily watch."}]},"latestSixtyDayLiveCheckpoint":{"pulledAt":"2026-07-09","window":"Last 60 days ending July 9, 2026.","source":"PostHog MCP event-schema checks plus bounded HogQL across pageview, checkout, first-agent, marketing-tool, and agent-creator events.","read":"The 60-day live checkpoint reinforces the strategy without overstating it: organic traffic clusters around homepage, site-checker, agent-builder, and prompt-generator surfaces; starter checkout demand exists; agency remains the repeatable packaging wedge rather than a proven largest raw usage segment.","organicPathSignals":[{"path":"/","referringDomain":"www.google.com","searchEngine":"google","pageviews":6043,"users":4915,"read":"Homepage remains the main Google-fed demand catchment."},{"path":"/tools/site-checker","referringDomain":"www.google.com","searchEngine":"google","pageviews":559,"users":469,"read":"Site-checker demand keeps supporting an agency website-audit entry point."},{"path":"/agent-builder","referringDomain":"www.google.com","searchEngine":"google","pageviews":406,"users":300,"read":"Builder demand is still search-visible and should stay checkout-first."},{"path":"/tools/system-prompt-generator","referringDomain":"www.google.com","searchEngine":"google","pageviews":110,"users":95,"read":"Prompt-generator demand supports automation and template intake."},{"path":"/chat","referringDomain":"www.reddit.com","searchEngine":"","pageviews":136,"users":106,"read":"Reddit still feeds legacy chat demand, which should resolve into checkout-first starter paths."}],"paidActivationSignals":[{"event":"signup_checkout_started","flow":"signup_checkout","analyticsSurface":"signup_funnel","tier":"starter","events":161,"users":146,"latestEvent":"2026-07-08T21:04:02.247Z","read":"Starter checkout starts are the clearest paid-intent signal in the live taxonomy."},{"event":"stripe_checkout_completed","flow":"signup_checkout","analyticsSurface":"signup_funnel","tier":"starter","events":38,"users":36,"latestEvent":"2026-07-09T08:00:22.393Z","read":"Completed checkout recovered on July 9, but still lags recent starts."},{"event":"stripe_subscription_trialing","flow":"signup_checkout","analyticsSurface":"signup_funnel","tier":"starter","events":38,"users":37,"latestEvent":"2026-07-09T08:00:22.473Z","read":"Trialing subscriptions resumed on July 9 and prove paid activation, but are not yet segment-attributed."},{"event":"first_agent_created","source":"dashboard_welcome","analyticsSurface":"signup_funnel","events":31,"users":31,"latestEvent":"2026-07-09T08:00:37.216Z","read":"First-agent creation remains welcome-flow dominated until dashboard template instrumentation is live."}],"toolAndBuilderSignals":[{"signal":"system-prompt-generator completion","event":"marketing_tool_completion","path":"/tools/system-prompt-generator","referringDomain":"www.google.com","events":37,"users":24,"read":"Google-referred prompt completions are real operator demand, but need a stronger paid-agent continuation path."},{"signal":"site-checker signup click","event":"marketing_tool_signup_click","path":"/tools/site-checker","referringDomain":"www.google.com","events":34,"users":32,"read":"Checker users show stronger signup intent and should feed agency audit templates."},{"signal":"creator message intent","event":"agent_creator_message_sent","intent":"unclear","messageClass":"unclear","events":152,"users":139,"threads":105,"read":"Open-ended builder input is still noisy, strengthening the case for ready-made starter templates."},{"signal":"creator message intent","event":"agent_creator_message_sent","intent":"builder_configuration","messageClass":"config_request","events":21,"users":20,"threads":19,"read":"Clear configuration messages are smaller but high-intent enough to justify guided setup."},{"signal":"creator message intent","event":"agent_creator_message_sent","intent":"possible_final_agent_query","messageClass":"final_agent_test","events":18,"users":18,"threads":16,"read":"Some visitors test finished agents, but it is not the dominant builder behavior."}],"decisionGuardrails":["Keep agencies as the public packaging wedge, not as a raw-largest customer claim.","Keep site checker as the agency audit bridge.","Keep system-prompt demand tied to automation intake and paid agent templates.","Keep starter checkout and trial starts as the paid-intent gate.","Do not expose raw chat messages, private identifiers, thread IDs, agent IDs, or internal project-intent details."]},"latestProductionDatabaseIntentCheckpoint":{"pulledAt":"2026-07-09","window":"Last 180 days ending July 9, 2026.","source":"Production Postgres aggregate keyword buckets across user-authored messages and agent metadata, plus a paid/trial-weighted named target segment ranking. Raw content, titles, URLs, emails, user IDs, thread IDs, and agent IDs were not exported.","totals":{"users":880,"agents":834,"threads":65147,"messages":68463,"latestMessageAt":"2026-07-09T22:50:57.570Z","latestAgentAt":"2026-07-09T13:00:36.885Z"},"focusedNamedTargetSegment":"agency","currentAccountMix":[{"tier":"starter","subscriptionStatus":"active","users":18,"usersCreatedLast60Days":14},{"tier":"starter","subscriptionStatus":"trialing","users":3,"usersCreatedLast60Days":3},{"tier":"free","subscriptionStatus":"none","users":826,"usersCreatedLast60Days":233}],"targetSegmentRanking":[{"rank":1,"segment":"agency","sourceBucket":"agency_client_work","userMessages":90,"paidOrTrialThreads":70,"read":"Best named-segment fit for repeatable paid packaging: audits, discovery, onboarding, proof loops, retainers, and client handoffs."},{"rank":2,"segment":"real_estate","sourceBucket":"real_estate","userMessages":57,"paidOrTrialThreads":43,"read":"Useful vertical wedge, but narrower than agency packaging and currently lower paid/trial intent."},{"rank":3,"segment":"smb_local","sourceBucket":"smb_local_lead_capture","userMessages":37,"paidOrTrialThreads":32,"read":"Strong client inventory for agencies, but direct SMB/local demand is less concentrated than agency/client work."},{"rank":4,"segment":"solopreneur","sourceBucket":"solopreneur_creator","userMessages":27,"paidOrTrialThreads":25,"read":"Good starter-template inventory, but lower paid/trial signal and less durable category authority than agencies."}],"messageThemeBuckets":[{"bucket":"automation_workflow","userMessages":1071,"threads":717,"agents":13,"paidOrTrialThreads":704,"read":"The largest live message bucket is workflow automation: n8n, Zapier/Make, APIs, CRM, sheets, Slack, Gmail, and adjacent integration work."},{"bucket":"developer_ai_coding","userMessages":606,"threads":416,"agents":9,"paidOrTrialThreads":403,"read":"Developer implementation demand is the second strongest bucket and supports the Cursor/shadcn/Next.js credibility layer."},{"bucket":"marketing_sales","userMessages":148,"threads":116,"agents":4,"paidOrTrialThreads":115,"read":"Marketing and sales language exists, but it is smaller than automation and developer implementation intent."},{"bucket":"support_service_bot","userMessages":99,"threads":80,"agents":5,"paidOrTrialThreads":75,"read":"Support and knowledge-base bot demand remains useful as client inventory."},{"bucket":"agency_client_work","userMessages":90,"threads":75,"agents":5,"paidOrTrialThreads":70,"read":"Explicit agency/client-service language is real but not the raw largest bucket."},{"bucket":"real_estate","userMessages":57,"threads":44,"agents":5,"paidOrTrialThreads":43,"read":"Real estate remains a viable vertical example, not the primary category."},{"bucket":"smb_local_lead_capture","userMessages":37,"threads":32,"agents":4,"paidOrTrialThreads":32,"read":"SMB/local lead-capture demand should be packaged as agency client inventory."},{"bucket":"solopreneur_creator","userMessages":27,"threads":26,"agents":6,"paidOrTrialThreads":25,"read":"Solopreneur/creator usage exists, but it is smaller and better served through templates."}],"agentMetadataBuckets":[{"bucket":"support_service_bot","agents":8,"paidOrTrialAgents":3},{"bucket":"developer_ai_coding","agents":5,"paidOrTrialAgents":3},{"bucket":"solopreneur_creator","agents":5,"paidOrTrialAgents":1},{"bucket":"marketing_sales","agents":4,"paidOrTrialAgents":1},{"bucket":"smb_local_lead_capture","agents":3,"paidOrTrialAgents":1},{"bucket":"real_estate","agents":1,"paidOrTrialAgents":0},{"bucket":"automation_workflow","agents":1,"paidOrTrialAgents":0},{"bucket":"agency_client_work","agents":1,"paidOrTrialAgents":0}],"read":"Production database aggregates sharpen the segment decision: raw usage is strongest around automation workflows and developer implementation, while agency is the top paid/trial-weighted named target segment and remains the best public category wedge because agencies can package those jobs into repeatable client audits, builds, handoffs, and retainers.","guardrails":["Keyword buckets can overlap and should not be treated as unique customer counts.","Do not publish raw message content, agent titles, customer URLs, emails, user IDs, thread IDs, or agent IDs.","Do not claim agencies are the largest raw usage segment.","Use the checkpoint to justify the agency packaging wedge and the automation-intake starter, not review or rating claims."]},"latestAllSearchEnginePathCheckpoint":{"pulledAt":"2026-07-09","window":"Last 60 days ending July 9, 2026.","source":"PostHog MCP $pageview property schema check plus bounded HogQL grouped by pathname with a search-engine property present.","read":"The all-search-engine checkpoint matches the Google-referrer read: the live organic catchments are homepage, site checker, agent builder, system-prompt generator, and chat. Segment pages are not yet the demand source, so agencies remain the packaging wedge rather than a proven raw-largest usage segment.","paths":[{"path":"/","pageviews":6317,"users":5011,"firstSeen":"2026-05-10","lastSeen":"2026-07-09","read":"Homepage is still the main search-fed demand catchment."},{"path":"/tools/site-checker","pageviews":578,"users":483,"firstSeen":"2026-05-10","lastSeen":"2026-07-09","read":"Checker demand supports the agent-ready website audit path."},{"path":"/agent-builder","pageviews":423,"users":313,"firstSeen":"2026-06-08","lastSeen":"2026-07-09","read":"Builder demand is search-visible and should stay checkout-first."},{"path":"/tools/system-prompt-generator","pageviews":111,"users":96,"firstSeen":"2026-05-10","lastSeen":"2026-07-08","read":"Prompt-generator demand supports operator templates and automation intake."},{"path":"/chat","pageviews":105,"users":89,"firstSeen":"2026-05-11","lastSeen":"2026-07-07","read":"Legacy chat demand should resolve into starter checkout and proof-ready agent pages."}],"checkoutFirstCheckpoint":{"window":"July 6-9, 2026","homepageBuilderPageViewed":46,"homepageBuilderCheckoutStarted":4,"signupCheckoutStarted":8,"stripeCheckoutCompleted":1,"stripeSubscriptionTrialing":1,"read":"Completed checkout and trialing events resumed by July 9, so the issue is no longer a total trial outage. Free-builder reopening remains the wrong interpretation because builder-page-to-checkout capture is still weak."},"proofEventCheckpoint":{"window":"Last 30 days ending July 9, 2026","observedEvents":0,"read":"Current PostHog taxonomy and aggregate proof-event queries returned no live proof-event rows, so review-platform asks remain blocked."}},"toolDemand":[{"tool":"system-prompt-generator","completions":46,"users":33,"googleReferredEvents":41,"read":"Tracked completions are concentrated in prompt generation, supporting a prompt/workflow-to-agent path."},{"tool":"site-checker","completions":0,"signupClicks":46,"read":"The site checker is the stronger signup-click bridge and should remain tied to agent-ready audits."}],"latestToolContinuationCheckpoint":[{"tool":"system-prompt-generator","window":"Last 90 days ending July 9, 2026","pageviews":253,"visitors":216,"completions":46,"completionUsers":33,"signupClicks":9,"signupClickUsers":9,"googleReferredCompletions":41,"legacySignupPlacements":[{"placement":"output_header","signupClicks":6},{"placement":"sticky_footer","signupClicks":3}],"read":"Prompt-generator users complete the tool but rarely continue, so the completed-prompt state should expose a primary checkout-first hosted-agent CTA with starter attribution."}],"privacyShapedBuilderIntent":[{"intent":"unclear","messageClass":"unclear","events":152,"users":139,"read":"Open-ended builder entry is too vague for many users."},{"intent":"builder_configuration","messageClass":"config_request","events":21,"users":20,"read":"Users with clearer goals need guided setup and templates."},{"intent":"possible_final_agent_query","messageClass":"final_agent_test","events":18,"users":18,"read":"Some users test finished agents, but this is smaller than vague builder input."},{"intent":"possible_final_agent_query","messageClass":"unclear","events":12,"users":11,"read":"Some apparent final-agent queries still need better classification and routing."}],"segmentRead":[{"segment":"Agencies","verdict":"Primary wedge","read":"Agencies can reuse audits, templates, lead capture, public proof, and monthly reporting across many client websites."},{"segment":"SMB owners","verdict":"Client example layer","read":"SMBs are the natural end customer and proof-candidate inventory, but usually represent one website rather than repeat distribution."},{"segment":"Real estate agents","verdict":"Vertical example","read":"Real estate fits listing concierge templates but is narrower than the current workflow and website-readiness demand."},{"segment":"Solopreneurs","verdict":"Self-serve audience","read":"Solo operators use tools and templates, but the repeatable public category is less defensible."}],"guardrails":["Do not cite the internal project-intent report.","Do not expose raw chat logs, private URLs, customer names, agent IDs, thread IDs, person IDs, lead data, or emails.","Do not claim agencies are the largest raw customer segment.","Do not publish Review or AggregateRating schema from this source packet.","Do not treat free, trialing, draft, or weak-proof agent pages as canonical proof."],"supportingUrls":["https://agnt.one/agent-as-marketing","https://agnt.one/agencies","https://agnt.one/reports/agent-as-marketing-segment-evidence","https://agnt.one/reports/ai-workflow-generator-demand","https://agnt.one/checklists/agent-ready-website","https://agnt.one/checklists/agency-ai-agent-platform/scorecard.json","https://agnt.one/templates","https://agnt.one/reviews","https://agnt.one/press"]}