Search Operator by Growthract

See how AI searchrepresents your brand.Find what to fix next.

Check whether AI systems can read and understand your website, then test whether AI assistants actually mention your brand.

Product demo

Understand the site

Read the signals that matter

Test Gemini visibility

Check a live Gemini response

Get prioritized actions

Know what to change next

Discovery surfaces

Where software evaluation happens

ChatGPT
Perplexity
Claude
Gemini
Google AI Overviews
Microsoft Copilot
Reddit
YouTube
Quora

Growthract researches technical visibility across ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews, Microsoft Copilot, Reddit, YouTube, and Quora. Displayed platforms do not imply partnership or endorsement. Search Operator’s live response test currently runs on Gemini only.

AI search visibility tool

What is Search Operator?

Search Operator is Growthract's free AI search visibility tool for B2B SaaS. It combines website-readiness checks, content and entity analysis, a point-in-time Gemini visibility test, and evidence-backed recommendations in one diagnostic workflow.

It can support an AI visibility audit, AI SEO audit or AEO review without pretending that one score predicts how an independent AI model will rank, cite, mention or recommend a brand.

What it checks

Access and technical readiness

Crawler access, robots.txt, /llms.txt, structured data, indexability and machine-readable page signals.

Entity and content clarity

Whether the site clearly explains the business, category, audience, offer and answers buyers are likely to need.

Point-in-time AI visibility

A live Gemini response showing whether the brand, website or competitors appear for a tested buyer-style prompt.

Three questions Growthract helps answer

Can AI read me?Can AI understand me?Does AI mention me?

Growthract focuses on AI-search visibility: technical readability, content and entity clarity, and real AI-assistant response tests.

AI readability

Can AI search systems read my website?

Check the machine-readable foundations that determine whether AI and search crawlers can access, parse and interpret your website correctly.

Run AI Readability Check

Signals inspected

robots.txt access
/llms.txt availability
Structured data
Crawler and page readability

AI search readiness

Is my site explaining the business clearly enough?

Analyze whether your content gives AI systems enough clear, answer-ready information about what you do, who you serve and why your business is relevant.

Analyze AI Search Readiness

Signals inspected

Content clarity
Entity and category signals
Answer-ready information
Positioning and information gaps

AI visibility

Do AI assistants actually mention my brand?

Test a real buyer-style prompt and inspect how your brand, website and competitors appear in an AI-generated response.

Test AI Visibility

Signals inspected

Brand mentioned or missing
Competitors mentioned
Website referenced
Recommendation signal

Growthract is focused on AI-search visibility. It is not a paid ads, social media or general-purpose marketing platform.

Technical proof

Crawler Logs

Configuration tells youwho can crawl.Logs show who actually did.

Paste raw server access logs and Crawler Logs identifies requests from recognized AI bots such as GPTBot, ClaudeBot and PerplexityBot. Parsing runs entirely in your browser, so the log data is not uploaded to Growthract.

A missing bot in one log window does not prove it has never crawled the site. The result only describes the evidence you pasted.

Open Crawler Logs
Crawler Logs analyzer showing pasted server log lines followed by recognized AI crawler activity.
Crawler Logs · browser-local parsing of a supplied access-log window

Two views of visibility

What you control.What AI returns.

Growthract compares the evidence on your website with the evidence found in a tested AI response.

Site evidence

What your website says

Technical accessContent clarityEntitiesStructured data

Response evidence

What AI says

Brand mentionCompetitorsWebsite referenceRecommendation signal

From goal to action

Start with the outcome.

Start an analysis

Define the goal

Tell Growthract what you actually want to improve.

Analyze what matters

Growthract checks the evidence relevant to that goal.

Get the next actions

See the finding, evidence, recommended change and where it belongs.

Evidence before recommendations

Every recommendationshould trace backto evidence.

Growthract does not start with a generic score. It collects the evidence relevant to AI-search visibility, identifies the gap, and then turns that finding into a specific next action.

Machine-readable evidence

Can AI systems access the site?

Deterministic checks reveal whether important technical signals are accessible and machine-readable.

robots.txt
/llms.txt
Structured data
Crawler accessibility

Content & entity evidence

Can AI understand the business?

The analysis looks for clear information about the business, category, entities and answers the site actually provides.

Business and category clarity
Entity signals
Answer-ready content
Positioning gaps

AI response evidence

Does AI actually mention the brand?

A tested assistant response provides a point-in-time view of how the brand appears against real competitors.

Brand mention
Competitor mentions
Website reference
Recommendation signal

Evidence becomes action

Find the gap. Show the proof. Recommend the next move.

The recommendation should tell you what was found, why it matters, what to change and where the work belongs.

See It on Your Site

Need help interpreting the results?

Want a second set of eyeson what Growthract finds?

If you want help understanding the findings, prioritizing the work, or deciding what to fix first, talk it through with Growthract.

AI visibility

Ask the AIdirectly.

Every scan runs live test prompts against Gemini and shows whether it mentions your brand when someone asks a real category-level question. ChatGPT, Claude and Perplexity are next on the roadmap.

GeminiChatGPT · roadmapClaude · roadmapPerplexity · roadmap
Run a Gemini visibility test

Enter your site

Run test prompts

Gemini answers, live

See what's missing

Example result

One tested response

Gemini

Brand mentioned

Yes

Website referenced

No

Competitors mentioned

3

Recommendation signal

Mentioned

Illustrative result layout. Actual results depend on the response being tested.

The payoff

From evidenceto the next action.

Every recommendation tells you what was found, why it matters, what to change, how to change it and where.

Action feed

Illustrative recommendation format

Priority

Example recommendation

Clarify the primary product category.

Homepage

Problem

What Growthract found and why it deserves attention.

Evidence

The page, field or signal that supports the finding.

Action

The exact change the platform recommends making.

How to do it

Practical implementation guidance for the change.

Where

The page, file, platform or site area where the work belongs.

Recommendations stay traceable to the supplied goal, scanned page or measured technical evidence.

Any action can be turned into a deliverable — a rewritten title tag, a JSON-LD block, ad copy, a content outline — generated from that action’s own evidence, without re-scanning your site.

What does the Growthract platform analyze?

Growthract can analyze website pages and visible content, robots.txt, XML sitemaps, titles, descriptions, headings, canonicals, meta robots, links, images, structured data and calls to action. The exact analysis depends on your selected goal and focus.

Does every scan run the same checklist?

No. Growthract routes the analysis around the goal. A technical-readiness request can focus on crawler access, indexability and structured data, while an LLM-driven critique can focus on content quality, positioning, topic coverage and answer readiness.

Which AI platforms can I test?

Today, Growthract runs live test prompts against Gemini and shows whether it mentions your brand. Live testing against ChatGPT, Claude and Perplexity is on the roadmap. The Search Operator methodology in the app explains what's measured today versus what's planned.

Does Growthract guarantee an AI citation or ranking?

No. The platform is designed to diagnose evidence, visibility signals and actionable opportunities. Search rankings and AI recommendations ultimately depend on systems outside Growthract's control.

Does Growthract use my real Search Console or GA4 data?

Only if you connect them. In Settings, you can optionally link Google Search Console and/or GA4 — when connected, the last 28 days of real clicks, impressions, average position and sessions ground your keyword and prioritization recommendations. Without a connection, every recommendation is inferred from page content alone, and the platform is explicit about which case applies.

How much of my site does a scan review?

A Quick scan reviews your homepage plus four relevant pages. A Full scan reviews up to 25 pages, using the sitemap when available. You can also choose specific URLs. Even Full mode is a sampled audit, not an exhaustive crawl of every page on a large website.

Does Search Operator monitor AI visibility continuously?

No. If you sign in, each scan is saved so you can manually rerun the same site and compare findings over time. If Search Console or GA4 is connected, those reruns can also be compared alongside the available search and traffic data. Search Operator does not run autonomous background monitoring.

Do I need to sign in to download the report?

The on-screen report is free and complete. The full downloadable PDF engineering handover report requires signing in with Google.

Does Search Operator implement the fixes automatically?

No. Search Operator diagnoses and prioritizes issues and can generate a ready-to-use draft for a selected recommendation. It does not deploy changes to your website. Growthract implementation is a separate, human-delivered consulting engagement.

What are Crawler Logs?

A separate, free tool at app.growthract.com/crawler-logs. You paste your own raw server access logs (Combined/Common Log Format or JSON Lines) and it counts how often GPTBot, ClaudeBot, PerplexityBot and other AI crawlers actually hit your site. Parsing happens entirely in your browser — log files are never uploaded to a server.

Can a recommendation become a ready-to-use deliverable?

Yes. Clicking "Turn this into a deliverable" on any recommended action makes one additional, targeted request that writes the specific content implied by that action — a rewritten title tag, a JSON-LD block, ad copy, a content outline — grounded in that action's own evidence. It does not re-scan your site.

Your website is the starting point

See what Growthract findson your website.

Start with the evidence and leave with a clearer idea of what deserves attention next.

Run Free Audit