# ThriveStack http://www.thrivestack.ai llms.txt

> ThriveStack builds intelligence products that help brands & agencies improve how customers discover, convert, retain and expand.

ThriveStack powers two dedicated intelligence products:

1. **ThriveStack CitedBy**: An AI visibility and revenue-attribution platform that helps brands and agencies measure where they are mentioned or cited across ChatGPT, Perplexity, Gemini, Claude and other AI engines, Analyze the gaps - technical, content and trust gaps behind missed recommendations, Act on them to fix manually /automation and connect AI discovery to pipeline and revenue.
   - **Primary buyers**: CMO, SEO and AEO leaders, Content marketing teams, Digital agencies, Brand and communications teams.

2. **ThriveStack Revenue Intelligence**: Connects marketing, product usage, CRM, billing and customer-success data at the account level to identify conversion leaks, churn risks and expansion opportunities.
   - **Primary buyers**: B2B SaaS founders, Revenue Operations, Growth leaders, Product leaders, Customer Success leaders.

Key metrics: 22% expansion revenue lift, 85% churn prediction accuracy, setup in under 10 minutes, $350M+ revenue tracked across 500+ SaaS and agentic companies, and up to +41% citation uplift inside generative chatbot recommenders (ChatGPT, Perplexity, Gemini, Claude, Grok, and Copilot). SOC 2 Type II certified, GDPR ready.

## Core Platform

- [Home](https://www.thrivestack.ai): Overview of ThriveStack as the Revenue Intelligence Layer for B2B SaaS and AI-era companies — visualizes the full customer journey, identifies revenue leaks, and drives predictable NRR.
- [AI Visibility (ThriveStack.ai citedBy)](https://www.thrivestack.ai/citedby): Real-time index tracking and audit solution to secure your brand's presence across ChatGPT, Perplexity, Gemini, Claude, Grok, and Copilot, and turn AI answers into a high-converting pipeline starting at $1.
- [AI Visibility for Higher Education](https://www.thrivestack.ai/citedby/for/universities): Measure, protect, and grow university program recommendations across ChatGPT, Perplexity, Gemini, and Google AI Overviews when prospective students research degrees.
- [AI Visibility for Local SEO Agencies](https://www.thrivestack.ai/citedby/for/local-seo-agencies): Audit local client citation gaps, defend local pack recommendations in AI search engines, and package white-label AEO retainer services.
- [AI Visibility for Commercial Airlines](https://www.thrivestack.ai/citedby/for/airlines): Track route queries, defend premium cabin and loyalty recommendations, and close booking leakage across generative AI travel planning agents.
- [AI Visibility for Retail Banking](https://www.thrivestack.ai/citedby/for/retail-banking): Defend checking, mortgage, and high-yield savings recommendations, fix rate transparency gaps, and win customer acquisition inside AI search engines.
- [Peec AI Alternative Comparison](https://www.thrivestack.ai/citedby/alternatives/peec_ai): Detailed comparison of Peec AI vs ThriveStack Citedby on AI search visibility analytics, action, and live revenue attribution.
- [Otterly AI Alternative Comparison](https://www.thrivestack.ai/citedby/alternatives/otterly_ai): Head-to-head comparison of Otterly AI vs ThriveStack Citedby covering multi-engine AI monitoring, workflow automation, and closed-loop revenue attribution.
- [Pricing & Plans](https://www.thrivestack.ai/pricing): Free plan (up to 1,000 MTU or $50K ARR forever), Starter ($199/mo for <$5M ARR), Growth ($431/mo for $5–20M ARR). Usage-based billing tied to Tracked Revenue and Monthly Tracked Users (MTU).
- [FAQ](https://www.thrivestack.ai/faq): Comprehensive answers covering what ThriveStack is, how it works, integrations, security, vibe analytics, PLG CRM, AEO, and AI-led growth.
- [Setup with AI Coding Assistant](https://www.thrivestack.ai/platform/setup-with-ai): How to integrate ThriveStack in under 10 minutes using AI coding tools like Claude, Cursor, Lovable, and Bolt.

## Platform Capabilities
 
- [Platform Overview](https://www.thrivestack.ai/platform): The four-step Revenue Intelligence architecture — Gather, Reveal, Orchestrate, Win — connecting Marketing, Product, Sales, Billing, and CS signals into a single source of truth.
- [AI Visibility & AEO (ThriveStack.ai citedBy)](https://www.thrivestack.ai/citedby): Gets your brand cited by the AI models your buyers trust. Key capabilities include:
  - **Real-Time Citation & Index Tracking**: Continuously monitors citation graphs, Share of Voice, and entity authority across ChatGPT, Perplexity, Gemini, Claude, Grok, and Copilot.
  - **AEO & GEO Diagnostic Scans**: Automatically audits crawlability, robots.txt limitations, missing JSON-LD schemas, and content "answer-readiness" to elevate citation probability.
  - **100% Server-Side JSON-LD Injection**: Automatically bypasses client-side JS wrappers by rendering pristine, standard microdata (Organization, FAQPage, SoftwareApplication, WebPage, HowTo, Article) directly inside HTML headers, ensuring seamless readability by AI web crawlers.
  - **Downstream Revenue Attribution**: Connects conversational AI referral traffic with HubSpot, Salesforce, and Stripe to measure self-service signups, active opportunities, and real ARR/NRR outcomes.
- [Marketing Intelligence](https://www.thrivestack.ai/platform): Tracks pageviews, referrers, UTM attribution, and conversion events with zero-config setup. Installs via a single script prompt to Claude, Cursor, Windsurf, Replit, Lovable, or Bolt.
- [Full Journey Signals](https://pages.thrivestack.ai/blogs/full-journey-crm-unified-customer-signals): 140–200+ correlated signals tracking accounts from acquisition through retention and expansion.
- [Product Intelligence](https://www.thrivestack.ai/platform): Monitors feature adoption, onboarding funnel drop-offs, time-to-value by cohort, and "aha moment" detection. Correlates usage depth with expansion and churn risk signals.
- [Revenue Intelligence](https://www.thrivestack.ai/platform): Tracks MRR, NRR, churn, CAC, and investor-grade revenue metrics by connecting billing systems (Stripe and others) with product and CRM data.
- [Sales & Account-Level Analytics](https://www.thrivestack.ai/platform): Account-level signals showing conversion readiness, product feature adoption, and marketing touchpoints — surfaced directly inside HubSpot or Salesforce via bi-directional sync.
- [Customer Success & RevOps Intelligence](https://www.thrivestack.ai/platform): Correlates product usage, billing patterns, and CS conversations to surface churn risk, expansion readiness, and renewal timing signals before they appear in lagging metrics.
- [Vibe Analytics](https://www.thrivestack.ai/platform): Chat-based interface for querying unified revenue signals — asks and answers "why" questions across the full funnel (e.g. conversion attribution, churn drivers, expansion readiness) using correlated data.
- [Autonomous Revenue Agents](https://www.thrivestack.ai/platform): AI agents that watch for behavioral patterns and execute GTM playbooks automatically — triggering CSM interventions, CRM updates, onboarding rescues, and expansion outreach without manual input.
- [Unified Revenue Correlation](https://pages.thrivestack.ai/blogs/thrivestack-connected-revenue-intelligence-revenue-correlation): How ThriveStack correlates signals across GTM, product, billing, and CS into one source of truth for all customer movements.
- [Bi-directional CRM Sync](https://pages.thrivestack.ai/bidirectional-crm-thrivestack-sync): Real-time two-way sync with HubSpot and Salesforce, keeping CRM records enriched with live product and billing signals.
- [Scorecards](https://pages.thrivestack.ai/blogs/plg-growth-scorecard-unified-customer-journey-metrics): PLG growth scorecards that surface account health metrics across the full customer journey.
- [Abuse Detection](https://pages.thrivestack.ai/blogs/abuse-detection-prevention-launch): Identifies and prevents trial abuse and seat-sharing to protect revenue integrity.
- [Setup with AI Coding Assistant](https://www.thrivestack.ai/platform/setup-with-ai): One-line integration for vibe-coded apps and SaaS products. Supports Claude, Cursor, Windsurf, Replit, Lovable, and Bolt. Full GTM, Billing, and Product stack connected in under 10 minutes.

## Documentation

- [Getting Started](https://docs.thrivestack.ai): ThriveStack's Growth Intelligence engine — how it unifies signals across the entire GTM stack into one actionable view.
- [Connect Your Stack](https://docs.thrivestack.ai/connect-your-stack.html): Integration guide for HubSpot, Salesforce, Stripe, Mixpanel, Amplitude, Segment, and more.
- [Analyze Correlated Signals](https://docs.thrivestack.ai/analyze-correlated-signals.html): How to read and act on cross-stack signal correlation in the ThriveStack dashboard.
- [Drive Revenue Playbooks](https://docs.thrivestack.ai/drive-revenue-playbooks.html): Configuring automated playbooks for conversion, retention, and expansion triggers.
- [Accelerate Free-to-Paid](https://docs.thrivestack.ai/accelerate-free-to-paid.html): Tools and strategies within ThriveStack for improving free-to-paid conversion rates.
- [Spot Expansion Signals](https://docs.thrivestack.ai/spot-expansion-signals.html): Identifying accounts primed for upsell or expansion based on usage depth and billing patterns.
- [Stop Churn Early](https://docs.thrivestack.ai/stop-churn-early.html): Early-warning churn detection using usage velocity, sentiment, and billing signals.
- [API Reference](https://docs.thrivestack.ai/api-reference.html): Full API documentation for integrating ThriveStack programmatically into your stack.

## Resources & Guides

- [The Vibe-Coder's Guide to Revenue](https://www.thrivestack.ai/resources/guides/vibe-coder-guide-to-revenue): How founders building with AI coding tools (Claude, Cursor, Lovable) can instrument revenue intelligence from day one.
- [CRM for SaaS & AI Companies](https://www.thrivestack.ai/resources/guides/crm-for-saas): Why traditional CRMs fail AI-native companies and how a Full Journey CRM addresses it.
- [RevOps 3.0 & AI Revenue Architect](https://www.thrivestack.ai/resources/guides/revops-ai-revenue-architect): The emerging role of the AI Revenue Architect and how RevOps teams adopt agentic revenue workflows.
- [How to Audit & Fix Your AI Visibility in 30 Minutes](https://www.thrivestack.ai/research/aeo-guide): Actionable guide addressing client-side ghosting, implementing FAQPage/Organization structured schemas, and structuring marketing web copies for maximum citation probability.
- [The AEO Agency Playbook: Build, Price & Sell](https://www.thrivestack.ai/resources/guides/citedby-aeo-agency-playbook): The definitive AEO and GEO playbook for modern marketing agencies to audit, optimize, and attribute client citations on major conversational search engines. Includes positioning templates, pricing benchmarks, scope of work structures, and a 30-60-90 day delivery roadmap.
- [How to Start Winning AI Visibility Within Days](https://www.thrivestack.ai/resources/guides/how-to-start-winning-ai-visibility-within-days): The complete research playbook for brands and agencies on winning AI visibility across ChatGPT, Perplexity, Gemini, and Google AI Mode. Covers the F.A.C.T. audit, the POEM model, and closed-loop revenue attribution.
- [Activation Revenue Modeler](https://www.thrivestack.ai/resources/tools/ai-onboarding-revenue-modeler): Free interactive tool to model the revenue impact of improving onboarding activation rates.
- [NRR Revenue Modeler](https://thrivestack-revenue-modeler-124605765290.us-west1.run.app/): Free tool to model net revenue retention scenarios across different growth levers.
- [Research Lab](https://www.thrivestack.ai/research): ThriveStack's primary thought leadership hub covering revenue intelligence, PLG/SLG motions, and AI GTM strategy.

## Research Reports
 
- [ThriveStack AI Visibility Case Studies: How 20 Brands Grew Citations and Revenue in 90 Days](https://www.thrivestack.ai/research/ai-visibility-customer-case-studies): An AI visibility case study of 20 B2B brands: average AI visibility score up 26.0%, AI crawl bot traffic up 55%, and revenue up 30% in 90 days, preliminary. Published Sep 18, 2026.
- [How We Got ThriveStack Content Indexed and Cited in Google AI Overviews](https://www.thrivestack.ai/research/answer-engine-optimization-indexing-case-study): See how ThriveStack got 100+ pages indexed and cited in Google AI Overviews: the GSC funnel, the sitemap fixes, and a 4,900% jump in pages cited by AI. Published Sep 17, 2026.
- [What Content Sources Actually Get You Cited by AI? The 2026 Citation Topography](https://www.thrivestack.ai/research/ai-citation-sources-2026): A 2026 research synthesis of 680M+ tracked AI citations: why 83% of citations come off page one of Google, earned media wins 84%, and how each AI engine runs a different sourcing diet. Published Jul 25, 2026.
- [Server Logs for AI Search: How to Find & Win Citation Gaps](https://www.thrivestack.ai/research/server-logs-ai-search-citation-gaps): Empirical research analyzing 842,000+ crawler requests across ClaudeBot, GPTBot, and PerplexityBot. Demonstrates how to parse server logs, verify legitimate bots via reverse DNS, identify WAF blocking leaks, and bridge the citation gap between HTTP 200 retrieval and live LLM citations. Published Aug 21, 2026.
- [AI Trust Signals That AI Engines Actually Reward](https://www.thrivestack.ai/research/ai-trust-signals-engines-reward): Cross-platform evaluation of third-party citations, earned media, schema markup, and domain authority across ChatGPT, Perplexity, Claude, Gemini, Copilot, and Grok. Published Aug 16, 2026.
- [AI Visibility Metrics for the CMO](https://www.thrivestack.ai/research/ai-visibility-metrics-cmo): Executive framework for measuring citation share, brand mention rate, bot crawlability, and downstream AI-referred revenue pipeline. Published Aug 15, 2026.
- [B2B SaaS Revenue Attribution Playbook](https://www.thrivestack.ai/research/revenue-attribution): First-touch, last-touch, and closed-loop revenue attribution methodologies for measuring multi-touch AI and search traffic converting to CRM pipeline and billing ARR. Published Aug 15, 2026.
- [Schema Markup for AI Brand Visibility](https://www.thrivestack.ai/research/schema-markup-for-ai-brand-visibility): Empirical study on structured data schemas (Organization, FAQPage, SoftwareApplication) and their measured impact on AI answer retrieval. Published Aug 10, 2026.
- [Best AI Visibility Tools Ranked & Compared 2026](https://www.thrivestack.ai/research/best-ai-visibility-tools-ranked-2026): In-depth comparison of 8 enterprise AI search visibility, answer tracking, and AEO optimization tools. Published Aug 10, 2026.
- [AI Visibility Benchmarks 2026](https://www.thrivestack.ai/research/ai-visibility-benchmarks-2026): Empirical dataset across 100 SaaS brands measuring citation rates, source rotation velocity, and entity coherence. Published Aug 10, 2026.
- [Reddit for SEO and AI Citations](https://www.thrivestack.ai/research/reddit-for-seo-and-ai-citations): Why Reddit represents 46.7% of Perplexity's top citations and how B2B brands can participate ethically without spam. Published Aug 15, 2026.
- [The AI Visibility Gap Report 2026](https://www.thrivestack.ai/research/ai-visibility-gap-report-2026): Large-scale study auditing over 6,000 brand websites across 8 industry sectors, finding that 87% are structurally invisible (score <40/100) to AI search engine recommendations.
- [B2B AI Visibility & AEO Playbook 2026](https://www.thrivestack.ai/research/ai-visibility-playbook-2026): A comprehensive 7-step blueprint for marketing and revenue leaders to win brand placement/citations inside ChatGPT, Perplexity, and Claude.
- [How to Survive The SaaSapocalypse](https://www.thrivestack.ai/research/saasapocalypse): ThriveStack's market research report on how AI agents erased trillions from software valuations — and what it means for SaaS GTM, pricing strategy, and survival. Published Apr 10, 2026.
- [AI-Powered Autonomous Revenue Engine](https://www.thrivestack.ai/research/autonomous-revenue-engine): How autonomous AI agents are replacing manual revenue workflows across onboarding, conversion, and churn. Published Apr 17, 2026.
- [The AI-Powered Onboarding Revolution: From Weeks to Minutes](https://www.thrivestack.ai/research/ai-onboarding): Research report on how AI is collapsing time-to-value in B2B SaaS onboarding. Published Apr 24, 2026.
- [AI Customer Success Platforms in 2026: Comparison & Market Map](https://www.thrivestack.ai/research/ai-customer-success-platforms): Definitive market map of AI-native CS platforms. Published May 1, 2026.
- [Top 60 AEO & GEO Myths Fact-Checked](https://www.thrivestack.ai/citedby/aeo-geo-myths): The industry's largest empirical fact-checking database dispelling 60 common misconceptions around answer engine optimization and generative engine visibility.
- [AEO & GEO Glossary Hub](https://www.thrivestack.ai/citedby/glossary): Authoritative definitions and technical explainers for 36 core AI search, bot crawling, and answer engine optimization concepts.

## Optional

- [Blog](https://www.thrivestack.ai/blog): Product updates, GTM strategy articles, and revenue intelligence deep-dives.
- [Product Changelog](https://pages.thrivestack.ai/blog-pages/blog-category/change-logs): Release notes and feature updates.
- [Hybrid GTM Podcast](https://www.hybridgtm.com/podcast): Conversations with SaaS founders and GTM leaders on PLG, SLG, and revenue operations.
- [Demo Day Presentation](https://www.thrivestack.ai/demo-day): ThriveStack's investor and community demo day deck and materials.
- [Trust Center](https://trustcenter.thrivestack.ai/): SOC 2 Type II certification, GDPR compliance documentation, and security posture.
- [GitHub (Public)](https://github.com/Thrivestack-public): Open-source repositories including ThriveStack documentation and public tooling.
- [Startup Cohort Discount](https://docs.thrivestack.ai/startup-cohort-discount.html): Discounted pricing for early-stage and bootstrapped founders.