Features
The full GeoReputation toolkit.
Measurement, diagnostics, and a recommendation engine that tells you exactly what to fix — across every major AI platform.
Measurement
See where you stand across every major AI platform.
We run real prompts the same way your customers do — across ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews. Not API estimates, not synthetic test queries. Verbatim responses, captured at scan time.
- 5 major AI platforms monitored simultaneously, with more on the way
- Real prompts and verbatim responses — every score traceable to a specific result
- AI Visibility Score (0–1000) aggregating mention frequency, ranking, and favorability
- Source attribution — see which sites the AI is citing when it mentions you
- Visibility Rubric (6 tiers, 0–1000) — Not Visible → Low → Limited → Moderate → Good → Strong.
AI Visibility Score
Coastal Pressure Washing
Competitive intelligence
Know who's beating you, by how much, and where.
Track named competitors in the same prompts. Head-to-head share-of-voice over rolling windows tells you who's winning on each platform — and source gap analysis surfaces the exact domains driving their lead.
- Competitor share-of-voice across all monitored platforms
- Wins and losses over time — 7, 28, 90-day windows
- Source gap analysis: which authorities cite competitors but not you
Share of voice — ChatGPT
Past 28 days
Source gap
3 sources cite ProClean LLC but not you.
Knowledge graph
The structured map of your brand AI engines actually use.
We crawl your site, extract JSON-LD + sitemap + robots.txt + outbound links, project your monitoring data alongside it, and build a navigable graph of your business — products, competitors, topics, pain points, citations, voice rules. Every recommendation is grounded in this graph, so you can see exactly what evidence drove it.
- Data Sources tab tracks coverage, last refresh, and per-source counts
- Re-generate any time — cost-bounded, progress-tracked
Knowledge graph architecture
How the graph comes together.
Data sources
Ingested + normalized
- Website pages
- Sitemap
- JSON-LD
- robots.txt
- Voice doc
- LLM responses
- + more sources coming
Core entities
~10 node types + edges
Outputs
Grounded in graph evidence
- Recommendations
- Reports
- Outcomes
- Email alerts
Recommendation Engine
Tells you exactly what to fix — not just what's broken.
Other tools tell you you're cited 35% of the time. We tell you why you're missing the other 65%, ranked by impact, with the evidence to back every recommendation. Then we draft the artifact you need to fix it.
Add FAQ addressing the ProClean comparison gap
ProClean is mentioned in 12 prompts you don’t appear in. Most are price + warranty questions.
Reach out to The Spruce — cites your category but not you
The Spruce cites two competitors in your service area. Adding earned coverage there is high-leverage.
Cover “soft wash” use case on services page
Topic appears in 8 monitoring prompts. Your site doesn’t use the phrase.
An agent that does the research before recommending
Each recommendation comes from an LLM agent that walks your knowledge graph, runs targeted competitor research, and validates the evidence before writing the spec. Five to ten recs per generation, prioritized by impact.
Gap types the agent surfaces
Competitor gap
Prompts where competitors are mentioned and you aren’t.
Topic gap
Buyer language and use cases your content doesn’t cover.
Citation gap
Authoritative sources citing competitors but not you.
Pain point gap
Buyer pain points raised in monitoring with no addressing content on your site.
Brand clarity gap
Mismatch between how you position yourself and how AI describes you.
Schema gap
Structured data your site is missing that competitors have.
Evidence chains, not black-box scores
Every recommendation traces back to specific prompts, competitor mentions, and source citations. Click any item to inspect the underlying data.
Generate the artifact, not just the to-do
One click drafts a FAQ block, page section, or schema markup tailored to the gap. Approve, publish, then measure the impact in next week's scan.
Track what you shipped, measure what moved.
Mark recommendations as “I shipped this,” and we re-measure the metric 30 days later. The dashboard shows the delta.
Monitoring
Set it once. Watch it weekly. Or daily.
Recurring scans across every configured platform. Get notified when your score moves, when a new competitor citation appears, or when a recommendation is ready to act on.
- Daily monitoring on Business; weekly on Pro; manual scans always available
- Email alerts when scores shift outside expected ranges, with per-brand opt-in
- Campaign overlay: log a content launch or PR push, then attribute the score change
Weekly visibility report — Coastal Pressure Washing
Your AI visibility score moved up this week. Three new mentions detected on Reddit; one new citation in The Spruce.
New mentions
3
Avg rank
#2
Recommendations
5 new
Reporting
Share the story, not the spreadsheet.
Branded PDF reports and shareable links with an AI-written executive summary. The boss sees what moved and why; the team sees the underlying data one click away.
- PDF exports with executive summary, charts, and recommendations
- Shareable links — let stakeholders view without seats
- Methodology page documents how every score is calculated
Quarterly report
Coastal Pressure Washing · Q2 2026
Executive summary
AI visibility climbed 18 points this quarter, driven by new Reddit citations in r/HomeImprovement. ProClean LLC's share of voice dropped 9 points after your FAQ-gap remediation shipped in May.
For agencies
A new service line, without the build.
Add AI visibility to your client offering. White-label everything, monitor every account in one dashboard, and turn unlimited prospect scans into new business.
- White-label PDFs and shareable links carry your brand, not ours
- Multi-client portfolio dashboard with per-account trend visibility
- Unlimited prospect scans on any domain — turn each one into a sales conversation
Client portfolio
[Your Agency]
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