Agent experience testing
Run the same implementation task across agents such as Claude Code, Codex, and Cursor, then compare the outputs against your success criteria to see where they succeed or get stuck.
Gauge
Gauge is an AI visibility and agent-led growth platform that helps teams track how coding agents and AI search surfaces recommend, cite, and install their product. It combines monitoring, analysis, content generation, and publishing workflows for growth and developer-tool teams.
AI visibility and agent decision tracking for product teams
Gauge is an AI visibility and agent-led growth platform for teams trying to understand how coding agents and AI search systems select, cite, and install tools. The product combines prompt tracking, answer monitoring, and content workflows so teams can see where their brand appears, where it is absent, and what content changes may influence those outcomes.
The site positions Gauge around two related jobs. For agent-led growth, it runs real coding agents in real repositories and evaluates how they choose packages, docs, and installations. For AI search visibility, it tracks mentions across assistants and search surfaces, identifies gaps versus competitors, and can generate and publish content meant to close those gaps. The pricing page also shows a free trial on the Growth plan and a paid plan structure for teams that need ongoing tracking and publishing.
Core capabilities
Recommendation and selection analysis
Track how often your product is recommended, installed, or replaced by competitors, and inspect which sources and documents shaped that outcome.
Docs and quickstart experiments
Replay a failed session from the point where the agent read your documentation, then change the copy and compare whether the rewrite improves the install result.
AI visibility tracking
Monitor AI-generated answers across major search and assistant surfaces to understand where your brand is mentioned, cited, or missing.
Ask Gauge agent
Use the Ask Gauge agent to get analysis across visibility data, content gaps, and prioritization questions without leaving the workflow.
Connected workflow integrations
Connect reporting and publishing workflows through GA4, Search Console, DataForSEO, CMS publishing options, Slack, and MCP integrations.
Practical workflows
Improve agent-driven tool selection
Use Gauge to see whether coding agents recommend your tool, which alternatives they choose instead, and which documentation or source pages influenced the decision.
Audit AI visibility across answer engines
Monitor how your brand appears in AI search and assistant answers, then use the gaps analysis to identify topics, pages, or competitor comparisons that are missing from coverage.
Iterate on docs and onboarding pages
Replay failed installs or incomplete sessions from docs and quickstarts, test copy changes, and compare whether the revised page improves the agent’s outcome.
Unify AI search and SEO reporting
Bring prompt visibility, search data, and traffic data into one reporting flow so content and growth teams can prioritize work using both AI and traditional SEO signals.
Produce and publish gap-closing content
Use the Ask Gauge agent to turn visibility gaps into publishable articles, then send content to supported CMS or publishing workflows and verify whether the change affected results.
Pros and Cons
Pros
- Covers both AI visibility tracking and agent decision analysis in one product.
- Includes a content engine and Ask Gauge agent rather than only offering dashboards.
- Supports multiple workflow integrations, including analytics, SEO data, publishing systems, and Slack.
- Offers a 1-week free trial on the Growth plan.
- Provides concrete outputs such as tracked prompts, answer counts, visibility analysis, and publish-ready articles.
Cons
- The site does not publish a full public feature-by-feature spec, so some implementation details are only described at a high level.
- Claude and Grok tracking are available through connected API keys rather than appearing as default included platform coverage on every plan.
- Enterprise pricing is custom, so teams need to contact sales for details beyond the Growth plan.
FAQ
What is Agent Led Growth?
Agent Led Growth is the idea that coding agents increasingly decide which tools get installed into a developer’s workflow or codebase. Gauge is positioned to help products earn those recommendations by tracking how agents evaluate and select tools.
How does Gauge help with agent selection?
Gauge says it measures model reasoning signals, tool calls, network requests, web searches, judgments, and final package installations so teams can see how agent decisions are made and where they break down.
Does Gauge offer a trial?
The pricing page says Growth includes a 1-week free trial. You can sign up, connect your brand, and Gauge starts running prompts the same day.
What integrations does Gauge support?
The pricing page lists GA4, Google Search Console, DataForSEO, Webflow, Framer, Sanity, GitHub, Slack, and MCP access on the Growth and Enterprise comparison.
Which AI platforms does Gauge track?
Gauge is used to monitor AI visibility across platforms such as ChatGPT, Google AI Overviews, AI Mode, Gemini, Perplexity, Microsoft Copilot, and, for some plans or setups, Claude and Grok.
Quick Facts
- Category
- AI visibility / developer tool
- Product site
- withgauge.com
- Primary users
- Growth, marketing, and developer-tool teams
- Pricing shape
- Paid Growth plan from $599/month; custom Enterprise plan; 1-week free trial on Growth
- Tracked AI platforms
- ChatGPT, Google AI Overviews, AI Mode, Gemini, Perplexity, Microsoft Copilot; Claude and Grok via API key on supported setups
- Key integrations
- GA4, Google Search Console, DataForSEO, Webflow, Framer, Sanity, GitHub, Slack, MCP
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