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.
Every prompt runs 3 times against the real consumer interfaces your customers actually use: ChatGPT, Google Gemini, and Perplexity by default, with Microsoft Copilot and Google AI Overviews on paid plans. Not the APIs. Consumer surfaces return different models, different citations, and different visibility than APIs do, and 3 runs per prompt smooth the probabilistic variance you'd see from a single query.
- Real consumer browser scrapes of ChatGPT, Gemini, and Perplexity (plus Copilot and Google AI Overviews on paid plans), not API estimates
- 3 runs per prompt for statistical robustness: AI responses are probabilistic, single queries are noisy
- Verbatim responses, every score traceable to a specific prompt × model × run
- Source attribution: see which third-party domains the AI is citing when it mentions you
- AI Visibility Score (0–1000) with 6-tier rubric: Not Visible → Low → Limited → Moderate → Good → Strong
Prompt
What are the top trade show exhibit companies in Atlanta, Georgia?
Top Atlanta Trade Show Exhibit Companies: Southeast Exhibits - One of Atlanta’s best-known exhibit houses, offering custom booth design, fabrication, rentals, logistics...
The strongest firms in the Atlanta market fall into three categories: full-service custom exhibit builders, exhibit rental providers, and display/graphics specialists...
Top picks include Planet Exhibits, Southeast Exhibits, and Cardinal Expo for large custom exhibits and turnkey trade show services...
Exhibit Experience: Custom booth design, full-service exhibit rentals, turnkey solutions for major Atlanta venues like the Georgia World Congress Center...
Leading trade show exhibit companies servicing Atlanta, known for design, fabrication, and full-service booth support...
Branx: Atlanta-based custom exhibit design and fabrication, with emphasis on experiential builds and on-site production...
Leading exhibit houses servicing the Atlanta area include: Cardinal Expo, Exhibit Experience, Dimensional Design, Müller Expo...
Top-rated trade show exhibit companies in Atlanta specialize in custom booth design, rentals, fabrication, and on-site logistics...
Atlanta’s exhibit houses offer comprehensive end-to-end exhibit design and a large inventory of booth sizes for major venues...
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, and 90-day windows
- Source gap analysis: which authorities cite competitors but not you
Share of voice: ChatGPT
Past 28 days
Source gap
5 sources cite Exhibit Experience 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.
A citation rate tells you where you stand. The recommendation engine tells you why the gaps exist, ranked by impact, with the evidence behind every recommendation. Then it drafts the artifact you need to fix it.
Verify your Google Business Profile and define your Atlanta service area
Google AI Overviews pulls directly from Google Business Profile data when answering "best [category] in [city]" queries. Filling in category tags, services, hours, photos, and a service-area boundary is one-time profile work with no copy required, and it directly shapes what GAIO surfaces about Southeast Exhibits in Atlanta-related answers.
Reach out to Exhibitor Magazine: cites your category but not you
Exhibitor Magazine cites two competitors in your service area. Adding earned coverage there is high-leverage for AI visibility.
Add LocalBusiness + Organization JSON-LD with sameAs links to your LinkedIn, BBB, and AmericasMart profiles
Your homepage has no entity schema today. AI systems use sameAs to confirm "this Southeast Exhibits is that one" across sources, without it, ChatGPT and Perplexity occasionally attribute booth work to similarly-named regional firms. Schema is a one-time paste into <head> with no copy changes.
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 weekly monitoring tracks whether the metric moves. The dashboard shows the delta over time.
AI citation behavior is probabilistic and non-deterministic; results should be measured as trends across multiple test runs over a four- to eight-week window.
Monitoring
Set it once. Watch it weekly.
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.
- Weekly monitoring on paid plans; manual scans anytime; daily available on Enterprise or as a paid add-on
- 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: Southeast Exhibits and Events
Your AI visibility score moved up this week. Three new mentions detected on Reddit; one new citation in Exhibitor Magazine.
New mentions
3
Avg rank
#3
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
- Every score is traceable to the specific prompts, models, and sources behind it
Quarterly report
Southeast Exhibits and Events · Q2 2026
Executive summary
AI visibility climbed 18 points this quarter, driven by new Reddit citations in r/eventprofs. Exhibit Experience'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 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
- Prospect scans on any domain to turn each into a sales conversation, with volume scoped to your agreement
Client portfolio
[Your Agency]
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