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Generative engine optimization (GEO), finally operational. Audit 40+ signals, generate the assets AI reads, and close every citation gap with AI-written playbooks — across ChatGPT, Perplexity, and Google AI.
2-minute scanNo credit card14-day free trial3 AI platforms
Point Prominara at a URL. In minutes you get a GEO score across 40+ factors — content structure, entity coverage, authority signals, technical readiness — with platform-specific readiness for ChatGPT, Perplexity, and Google AI. Every finding ships with a fix, ranked by impact.
Every finding ranked by impact, tied to a fix — not a 60-page report that dies in a Notion doc.
llms.txt, robots.txt, sitemap.xml, and Schema.org JSON-LD — generated from your real crawl, validated, and ready for your CDN in one click. No templates. No monitor-only tool ships these. It's the gap between knowing and doing.
llms.txt
For LLM crawlers
robots.txt
GPTBot · ClaudeBot · PerplexityBot
sitemap.xml
Complete, from crawl
schema.json
JSON-LD · validates in Rich Results
No templates. Every file is built from your actual crawl, validated, and ready to deploy.
We query ChatGPT, Perplexity, and Google AI with your tracked prompts — weekly on Pro and Agency, bi-weekly on Starter — and pull back real citation URLs. Sentiment per mention, share of voice vs. competitors, and alerts when positions shift.
“best CRM for remote teams”
ChatGPT
yourbrand.com/guides/crm
Perplexity
yourbrand.com/blog/remote
Google AI
yourbrand.com/compare
Every citation is a real URL — not a guess, not a score. Export, monitor, alert.
Monitoring is the easy part. Prominara's AI models generate your next move — for every citation, every gap, every hallucination.
Every citation gap is analyzed by our AI — source URL, competitors present, platforms citing, your brand context — and returned as a specific playbook. Headline, rationale, target action, suggested title, key topics, competitor insight, concrete steps, risk warnings, effort, and time-to-impact. Generated on demand, for your exact opportunity.
Competitor insight
CloudTrack's cited page ranks on real benchmarks and schema — not thin listicles. Match the depth; cite better sources.
We extract claims from every AI answer and check them against your verified brand facts. When AI gets it wrong, you get a correction playbook — not a scary alert.
“Their plan starts at $49 per month.”
Plan starts at $29 per month.
Claims checked · real time
80% brand-agnostic organic queries that force AI to list companies in your space. The Citation-Eliciting Rule, automated.
Organic, brand-free
Reddit, earned media, directories, marketplaces, UGC, institutions — every source is classified and matched to a platform-safe playbook.
Playbook types · source-aware
Agencies and in-house teams run GEO for many brands from a single Prominara workspace — with white-label reports, a branded portal, and the team controls you'd expect.
Every brand you manage gets its own site, team, and competitive set — all from one workspace. Role-based access and shared prompt libraries included.
PDF reports with your brand, your colors, your logo. Client sees you — not Prominara. White-label on Pro; unlimited on Agency.
A custom-domain dashboard your clients log into. Live scores, citations, recommendations — all under your brand. Agency plan.
Pull scores and citations into your BI stack, retainer deliverables, or custom client dashboards. Basic API on Starter, full API on Pro and Agency.
GEO score
89
+14
Citations
312
+87
Share of voice
43%
+11pp
Your brand, your domain, your deliverable. Prominara runs underneath — invisible to your client.
Monitor-only GEO tools tell you the scoreboard. Traditional SEO misses the game entirely. Prominara audits, generates the assets AI reads, validates citations, and writes your next move — on one platform.
| Capability | Prominara | Monitor-only GEO | Traditional SEO |
|---|---|---|---|
| AI-written action playbooks per citation gap | |||
| Accuracy monitor (hallucination detection + correction playbooks) | |||
| llms.txt, robots.txt, sitemap, Schema.org generators | |||
| Citation tracking across ChatGPT, Perplexity, Google AI | |||
| Share of voice vs. competitors | |||
| Platform-specific readiness scoring | |||
| Reddit thread intelligence + engagement playbooks | |||
| White-label reports + branded client portal | |||
| Starting price | $29/mo · 14-day free trial | $99+/mo | Not solved |
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Generative engine optimization (GEO) is the practice of structuring website content so AI search engines like ChatGPT, Perplexity, and Google AI cite and recommend your brand. GEO combines structured data, authoritative citations, definition-rich writing, and technical markup to increase visibility inside AI-generated answers. Prominara is an end-to-end GEO platform — not monitoring, not a widget.
Every playbook is generated per opportunity using GPT-5-mini. Prominara feeds the source URL, classified source type, competitors already cited, AI platforms involved, and your brand context into the model. It returns a headline, target action, concrete steps, a suggested content title, competitor insight, risk warnings, estimated effort, and time-to-impact — specific to that exact gap, not a generic template.
Prominara tracks citations across ChatGPT (OpenAI), Perplexity, and Google AI (Gemini / AI Overviews). Each platform uses different retrieval and citation mechanisms, so every audit gets platform-specific readiness scores and recommendations.
An llms.txt file is a machine-readable manifest at your site root that helps LLMs understand your site structure and key content. It is to LLM crawlers what robots.txt is to search engines. Prominara generates it automatically from your crawl — no templates.
We score 40+ factors across four weighted categories: content structure (30%), entity and topic coverage (25%), authority signals (25%), and technical readiness (20%). Factors are scored individually, then weighted into an overall 0–100 score plus per-platform readiness for ChatGPT, Perplexity, and Google AI.
For every tracked prompt, Prominara queries each platform and pulls the response. We detect whether your domain appears as a citation, recommendation, or link — capture the real URL — and classify sentiment per mention. You see share of voice vs. named competitors, live alerts when citations change, and sources grouped by domain type.
The first audit runs in under 2 minutes. Most customers see measurable lift within 2–4 weeks after implementing generated assets and the top-ranked fixes — faster wins come from shipping llms.txt, adding Schema, and acting on the highest-impact playbooks first.
One URL. Two minutes. A GEO score, the fixes to ship, and your first AI playbook.
Or try the free AI Visibility Checker·browse pricing·create a full account
Citations across every engine
Citations captured across every customer site
Generative engine optimization (GEO) is the practice of structuring your website content, metadata, and off-site signals so that ChatGPT, Perplexity, and Google AI Overviews cite and recommend your brand when users ask questions. Unlike classic SEO, GEO does not optimize for ten blue links. It optimizes for a single answer — the one the AI chose to give.
A complete GEO platform has to ship three workflows, not three features. Audit: a score your team can act on, broken down by platform, ranked by impact. Generate: the machine-readable assets AI crawlers actually read — llms.txt, Schema.org JSON-LD, a tuned robots.txt, a deep sitemap. Validate: real citation URLs from every AI platform, share of voice against named competitors, alerts when positions change.
The gap most GEO tools leave is the step between seeing a gap and closing it. Prominara's intelligence layer fills it. An AI Action Playbook is generated for every citation opportunity — a specific headline, a target action, concrete steps, a suggested title, and an honest read on effort and time-to-impact. An accuracy monitor catches the moments AI hallucinates about your pricing, your product, your team — and returns a correction playbook rather than a panic alert. A source classifier routes every cited domain to a matched playbook — Reddit, earned media, directories, marketplaces, UGC, institutions, and more.
Princeton's 2024 GEO study found that applying these techniques raises citation frequency by up to 115%. Prominara is the platform that ships the techniques — end-to-end, per site. Run your first audit with the free AI visibility checker, explore the llms.txt generator, or start a 14-day free trial with every feature unlocked.