GEO | 2026-07-24 | 8 min read
How to Track AI Visibility Without Expensive Software
You can start AI visibility tracking manually with prompts, sources, competitors, Search Console, and a simple weekly review.
Direct answer: Track AI visibility manually by choosing buyer prompts, testing them on a schedule, recording mentions, competitors, citations, sentiment, and accuracy, then turning the source gaps into monthly fixes.
Written by: Esmail Hanif, AI Visibility Strategist & Founder, Martecks
Short answer
You do not need expensive software to start tracking AI visibility. You need a prompt set, a schedule, a simple sheet, and the discipline to turn findings into fixes.
Start with 20 buyer prompts. Test them weekly or monthly across the AI products that matter to your audience. Record whether your brand appears, which competitors appear, which sources are cited, whether the answer is accurate, and what proof seems missing.
The manual tracking sheet
| Column | What to record |
|---|---|
| Date | When the prompt was tested. |
| AI tool | ChatGPT, Perplexity, Gemini, Google AI feature, Copilot, or another system. |
| Prompt | The exact buyer question. |
| Your brand mentioned? | Yes, no, or partial. |
| Competitors mentioned | Which brands appear instead. |
| Cited sources | URLs or source names used in the answer. |
| Sentiment | Positive, neutral, negative, or unclear. |
| Accuracy issue | Wrong service, wrong location, outdated claim, missing proof. |
| Next fix | Owned page, GBP, reviews, citation, comparison page, schema, or outreach. |
What to test first
Use prompts that match business decisions, not vanity keywords.
- Who is the best [service] near me?
- Which [service provider] should I choose in [city]?
- Compare [your brand] with [competitor].
- Is [your brand] trustworthy?
- What should I check before hiring a [service provider]?
- What companies help with [problem your service solves]?
Use Search Console too
Search Console will not show every AI answer mention, but it still tells you what real search demand is touching your site: queries, pages, impressions, clicks, CTR, and average position.
Use it to spot pages that get impressions but low clicks, queries where your average position is weak, and topics where search demand exists but your content does not answer the full buyer question yet.
What to do with the findings
| Finding | Action |
|---|---|
| You are not mentioned at all. | Improve entity clarity and category association. |
| Competitors are mentioned with citations. | Study cited sources and build comparable proof. |
| Your page is cited but answer is wrong. | Fix the page, schema, headings, and outdated profile data. |
| AI cites third-party sources only. | Improve review sites, directories, comparison mentions, and local proof. |
| You appear only for branded prompts. | Build non-branded service and comparison content. |
Reference links
These sources support the measurement and search-demand layer.
Sources: Google Search Console: performance report, Google Search Central: AI features and your website, Profound: Answer Engine Insights
Final answer
Manual AI visibility tracking is enough to start. The goal is not perfect data. The goal is a repeatable signal that shows whether AI can understand, trust, and recommend you.
Once the prompt set grows, the competitors multiply, or the reporting becomes client-facing, then software can help. Until then, a clean spreadsheet plus monthly action beats a dashboard nobody uses.