A transparent, reproducible score with full drill-down to the underlying responses, prompts, and AI engines that produced it.
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A score without methodology is just a number. You can't tell if 47% is good, bad, or stable — and you can't reproduce it when leadership asks questions.
Aggregate scores mask what's actually happening. A single weak AI engine or one underperforming prompt group can drag the whole number down invisibly.
When your score drops 12 points, you need to explain why. Black-box scores leave you with no answer. GrackerAI gives you the full audit trail.
We compute visibility at every level — from individual AI responses up to your full portfolio — so you always know what's driving the number.
For each AI response, did your brand appear? With what prominence?
Average across all responses to the same prompt across all selected AI engines, over the time window.
Aggregate across all prompts, weighted by your prompt mix.
Score by engine
Here are the benchmarks we see across hundreds of B2B SaaS and cybersecurity customers.
| Score range | What it means |
|---|---|
| 0–10% | Invisible. Significant content investment needed. |
| 10–30% | Emerging presence. AI engines know you but don't lead with you. |
| 30–55% | Competitive. You're a regular option in AI answers. |
| 55–75% | Strong. AI engines lead with you in many responses. |
| 75%+ | Category dominance. Protect aggressively. |
For B2B SaaS startups in their first 90 days, a 0–10% baseline is normal. Cybersecurity vendors with established CVE/compliance content often start at 15–25%.
A brand mentioned 100 times negatively is worse off than one mentioned 50 times positively. Every visibility score includes full sentiment context.
Is AI describing you more or less favorably over time? Track direction, not just snapshot.
Some AI engines describe your brand differently than others. Know where you're winning and where framing is a problem.
How does AI frame you vs. your top competitors on the same prompts? Spot the framing gaps before they compound.
Many AI responses are listicles — "top 10 EDR tools," "best SSO platforms." GrackerAI tracks ranking position for every listicle response across all engines.
The engine leads its response with your brand. The highest-value citation position — and the one competitors fight hardest to take from you.
You're in the shortlist but not leading. Buyers will see you, but another brand is being recommended first. Closeable gap with targeted content.
Present in the response but not actively recommended. AI includes you for completeness, not because it sees you as the best fit.
Technically cited but functionally invisible. Buyers rarely read this far. Treat this the same as not appearing at all.
Each column = one listicle prompt. Color = rank position across 6 AI engines.
Visibility scores fluctuate. 5–15% week-over-week movement is normal. A 15+ point drop in 7 days warrants investigation. GrackerAI surfaces the signal.
Multi-week drops that suggest a real problem — a competitor publishing aggressively, an AI model update that changed citation patterns, or content going stale.
Single-week shocks, often caused by AI model updates. GrackerAI flags these immediately so you know it's a platform change, not a content problem.
Multi-week visibility increases validate content investments and confirm that your strategy is working. Reinforced with specific prompt-level evidence.
Flat lines that suggest your content has stopped moving the needle. Time to refresh, expand prompt coverage, or try a new angle.
5-minute Slack summary for the team. Visibility delta, top movers, and one action item — done.
1-page PDF for VP/CMO. Score trend, competitive position, and business impact metrics in a format executives can act on.
Full deck with YoY comparisons. Designed for board and executive presentations with benchmark data included.
What teams use AI Visibility for
Track exactly which AI engines mention you — and which don't — across every prompt in your monitoring library
Catch visibility drops within 24 hours before they compound into pipeline problems
Report AI visibility to leadership with a score they can track week over week — not a black-box metric no one trusts
Correlate AI visibility gains with pipeline impact — proving the ROI of GEO investment to the CFO
"The ability to track AI citations and measure their impact on our pipeline has been invaluable. GrackerAI provides the clarity and results that modern GTM teams need."
The data behind the score — track every brand mention, sentiment shift, and citation source across all AI engines.
Map every competitor mention — see exactly where rivals are winning citation authority you're missing.
Prove the ROI of AEO to leadership — visibility trends, citation share, and competitor benchmarks in executive-ready reports.
Discover your AI visibility gaps and start capturing millions of new product discovery clicks.
