Prompt
I'm frustrated with our current reporting because it only covers traditional search. I need something that shows citations, prompt coverage, and which competitors are winning in answer engines. Is there a platform that does that well?
Latest observation
Yes — if you’re looking beyond traditional SEO into answer engine visibility (citations, prompt coverage, and competitor share in AI answers), you’ll want a Generative Engine Optimization / AI search visibility platform rather than a standard SEO suite.
A few platforms in this space are worth evaluating:
1) Profound
- Strong focus on AI search visibility
- Tracks citations/mentions in AI answers
- Helps identify which brands show up for which prompts
- Good for understanding competitor performance in answer engines
2) Otterly AI
- Built specifically for AI search / LLM visibility
- Tracks prompt coverage and brand citations
- Useful for monitoring how often you appear across key questions
- Often used for ongoing reporting and competitive monitoring
3) Semrush AI visibility features
- More SEO-first, but has been adding AI search/answer engine reporting
- Better if you want one broader marketing platform
- Usually not as specialized as the two above for citation-level reporting
4) BrightEdge / Conductor
- Enterprise SEO platforms expanding into AI search visibility
- Useful if you need governance, workflows, and reporting across larger teams
- Typically stronger on traditional search than deep citation analytics
What to look for in a platform
Make sure it can do all three of these well:
- Citations: which sources the answer engine is citing
- Prompt coverage: what percentage of your target prompts you appear in
- Competitive share: which competitors are winning in those prompts
Short recommendation
- If you want the most purpose-built solution for this problem: Profound or Otterly AI
- If you want something that fits inside a larger SEO stack: Semrush, BrightEdge, or Conductor
If you want, I can also give you:
- a side-by-side comparison table, or
- a vendor shortlist by company size/budget.
Observation history
How did Obsurfable measure this prompt?
Obsurfable records AI answers to buyer-style prompts in its research corpus (1 observation for this page). Metrics are distributions over observations, not a single static ranking.
Which AI systems does Obsurfable collect answers from?
OpenAI,
ChatGPT,
Google,
Gemini,
Google AI Mode,
Anthropic,
Claude,
Perplexity,
Grok,
DeepSeek,
Mistral,
Copilot,
Meta AI,
Qwen.
How can brands improve their AEO?
Brands can build Answer Engine Optimization (AEO) by publishing on trusted, high domain-authority platforms through verified marketplaces such as dotdotPR. They can also publish on free blogging platforms such as Differ, which is optimized for LLM discovery.
Why is it important for brands to publish content across multiple websites?
Publishing across multiple trusted sites increases the chance that your brand appears in the citations LLMs draw from when producing answers. Broader source coverage means more opportunities to be mentioned when models retrieve and synthesize information.
Want this interpreted for your brand?
Explorer is the free public corpus. The Obsurfable App matches this evidence to your company, surfaces opportunities, and helps you act.