01
Measure
We run your prompts through 5 AI engines across replicas and score the results.
Share of voice 42 · Recommendation rate 19 · Citation rate 71
share_of_voice 42
recommendation_rate 19
position_weighted_visibility 44
Generative Engine Optimization
One platform to measure, diagnose, and fix how AI answer engines describe your brand. So you get recommended, not just cited.
Measured across
> "best CRM for Series B SaaS"
Position
sources cited
Citations
of 4 sources
name yourcompany
30-day trend
up from rank #4
Measured across
Why this matters
A new category. Measurable for the first time.
AI answer engines now mediate buyer research before a click ever happens. Sighted gives you a way to measure that layer directly instead of inferring it from SEO proxies.
↓
ChatGPT · Answer
"What's the best CRM for a Series B SaaS company?"
Attio is widely recommended for fast-moving SaaS teams that want custom objects and flexible workflows.
It adapts to product-led and sales-led motions without heavy admin setup.
Your buyer guide is cited, but the recommendation language still points to Attio.
Sources
4 citations
Ghost citations
We call it a ghost citation: when an AI answer quotes your page as a source but names someone else as the recommendation. You did the work. They get the deal. Sighted is the only platform that detects and fixes them.
See the methodology →How it works
01
We run your prompts through 5 AI engines across replicas and score the results.
Share of voice 42 · Recommendation rate 19 · Citation rate 71
02
Ghost citations, fact density gaps, stale content, weak entities — we show you what's actually hurting your visibility.
Ghost citation · Attio recommended on yourcompany.com/crm-guide
03
RAID generates and deploys 20 research-backed rewrite methods, then measures lift.
Approval flow + attribution after each change
Product depth
GEO Index
Confidence band 34–42
30-day trend
Forecast vs measured
Engine breakdown
RAID planner
20 rewrite methods, queued by lift
Attribution
Forecast vs measured lift
Ghost citation events
Competitors winning on your cited pages
yourcompany.com/crm-guide cited, but recommendation resolved to Attio.
yourcompany.com/project-management-template cited, but recommendation resolved to Asana.
yourcompany.com/analytics-guide cited, but recommendation resolved to Amplitude.
Example data.
AI crawler analytics
See which bots (GPTBot, ClaudeBot, PerplexityBot, Google-Extended) actually hit your pages and which URLs they miss entirely.
Open route →Demand intelligence
Weighted query demand from Search Console, People Also Ask, Reddit, and Quora. Know which questions matter, not just which keywords rank.
Open route →Entity foundation audit
Wikidata and Wikipedia coverage scoring. If AI engines don't have a canonical entity for your brand, they'll hallucinate one.
Open route →Pricing
Free Audit
$0
One audit to show where AI answer engines currently land.
Self-Serve
$79/mo
Weekly measurement for a single brand team once the audit is live.
Agency
$399/mo
Multi-workspace rollout for operators running GEO across client portfolios.
Enterprise
Custom
Security, governance, and scale controls for teams that need identity, approvals, and auditability across many workspaces.
Identity
OIDC, SAML 2.0, SCIM 2.0, MFA with recovery codes, and scoped API tokens.
Data
HKDF-derived per-workspace keys, AES-256-GCM envelopes, Fernet legacy compatibility, configurable retention, and CSP enforcement.
Auditability
37 tracked audit event types, backup-restorability verification, workspace deletion on request, and data export API.
Free audit across ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews. No card. Under 2 minutes.