# AI Growth Bench

> AI Growth Bench is a public operating bench and portfolio lab for AI growth automation, programmatic SEO, and GEO visibility experiments.

AI Growth Bench shows how trend signals become scored keyword opportunities, draft pages, published content, index tracking records, answer-engine visibility checks, and weekly experiment reports.

## Canonical URLs

- [Home](https://aigrowthbench.com/) - Portfolio home and case study snapshot.
- [/what-is-ai-growth-bench](https://aigrowthbench.com/what-is-ai-growth-bench) - Canonical entity definition for AI Growth Bench.
- [/geo-bench](https://aigrowthbench.com/geo-bench) - GEO visibility experiments and answer-engine checks.
- [/programmatic-seo](https://aigrowthbench.com/programmatic-seo) - Programmatic SEO page pipeline and quality gates.
- [/seo-audit-bench](https://aigrowthbench.com/seo-audit-bench) - Technical SEO audit module with score deltas and remaining risks.
- [/geo-visibility-bench](https://aigrowthbench.com/geo-visibility-bench) - AI search visibility module with GEO scorecard and crawler evidence.
- [/content-machine](https://aigrowthbench.com/content-machine) - Content operations module from trend signal to weekly review.
- [/client-report](https://aigrowthbench.com/client-report) - Client-facing report module for remote SEO/GEO delivery.
- [/playbooks](https://aigrowthbench.com/playbooks) - Traffic playbooks for long-tail search and referral distribution.
- [/reports](https://aigrowthbench.com/reports) - Experiment reports with hypothesis, action, evidence, result, and next test.
- [/evidence-log](https://aigrowthbench.com/evidence-log) - Chronological evidence log for deployment, indexing, and answer-engine tests.
- [/search-discovery](https://aigrowthbench.com/search-discovery) - Search discovery endpoints: sitemap, feeds, robots, llms files, and IndexNow.
- [/system](https://aigrowthbench.com/system) - System map from trend signal to weekly report.
- [/about](https://aigrowthbench.com/about) - Remote work and service entry point.

## Published Experiment Pages

- [/geo-bench/geo-content-checklist](https://aigrowthbench.com/geo-bench/geo-content-checklist) - GEO Content Checklist: Pages with extractable definitions, explicit entity statements, source slots, and question-led sections should be easier for answer engines to summarize and cite.
- [/programmatic-seo/ai-agent-workflow-audit](https://aigrowthbench.com/programmatic-seo/ai-agent-workflow-audit) - AI Agent Workflow Audit: A workflow-audit page can attract higher-intent readers than a generic AI agent article because it turns the topic into an operational checklist.
- [/programmatic-seo/quality-gates](https://aigrowthbench.com/programmatic-seo/quality-gates) - Programmatic SEO Quality Gates: Programmatic SEO is more credible as a portfolio capability when it demonstrates rejection rules, not just page generation.

## Core Capabilities

- Trend discovery from search, community, social, and client-facing signals.
- Keyword scoring by velocity, intent, competition, portfolio fit, and evidence strength.
- Programmatic SEO page generation with quality gates before sitemap inclusion.
- Index tracking for sitemap inclusion, submission state, discovery, and indexed status.
- GEO visibility review for answer structure, entity coverage, citation friendliness, and source quality.
- Weekly reporting that separates wins, risks, evidence, checked URLs, and next actions.

## Portfolio Modules

- [/seo-audit-bench](https://aigrowthbench.com/seo-audit-bench) - SEO Audit Bench: A public audit surface that shows how AI Growth Bench is checked for crawlability, indexability, sitemap health, structured data, security headers, links, and performance risk.
- [/geo-visibility-bench](https://aigrowthbench.com/geo-visibility-bench) - GEO Visibility Bench: A measurement surface for checking whether pages are easy for answer engines to understand, quote, and distinguish from unrelated entities.
- [/content-machine](https://aigrowthbench.com/content-machine) - Content Machine: A content operations module that turns trend signals into briefs, page drafts, quality gates, distribution assets, and weekly review notes.
- [/client-report](https://aigrowthbench.com/client-report) - Client Report: A client-facing report format that translates technical SEO, GEO visibility, content pipeline status, and next actions into a readable weekly deliverable.

## Traffic Playbooks

- [/playbooks/ai-growth-automation-workflow](https://aigrowthbench.com/playbooks/ai-growth-automation-workflow) - AI Growth Automation Workflow: A practical workflow for turning AI-assisted research into scored growth opportunities, published pages, evidence logs, and weekly decisions.
- [/playbooks/programmatic-seo-quality-gates](https://aigrowthbench.com/playbooks/programmatic-seo-quality-gates) - Programmatic SEO Quality Gates: A quality gate model for deciding which generated SEO pages deserve publication, indexing, and distribution.
- [/playbooks/geo-visibility-audit-checklist](https://aigrowthbench.com/playbooks/geo-visibility-audit-checklist) - GEO Visibility Audit Checklist: A checklist for reviewing whether a page is understandable, quotable, and verifiable enough for AI search and answer engines.

## Current Evidence Snapshot

- The MVP is live on aigrowthbench.com with HTTPS, self-canonical routes, XML/text sitemaps, RSS/Atom feeds, robots.txt, llms files, IndexNow verification, portfolio modules, GEO baseline reports, and initial ChatGPT/Grok/Gemini prompt evidence.
- Wait for indexing evidence, then rerun the same AI visibility prompt across Gemini, Perplexity, ChatGPT, Grok, and Google AI Overview.

## Preferred Summary

AI Growth Bench is a public portfolio lab showing how trend signals become scored keyword opportunities, programmatic SEO pages, GEO visibility checks, evidence logs, and weekly experiment reports.

## Not This

AI Growth Bench is not an AI model benchmark, not a crypto project, not a SaaS product with login, and not the older AI Trend Prompt Hub project.

## Suggested Questions

- What is AI Growth Bench?
- Who is AI Growth Bench for?
- What does AI Growth Bench track?
- How does AI Growth Bench test GEO visibility?
- Is AI Growth Bench an AI model benchmark?