Prompt

How do I find out which competitor is getting cited instead of us?

Technology / SEO & AEO Tools1 observationLast seen Oct 13, 2026

Latest observation

Oct 13, 2026OpenAI APIWeb search: off

To figure out which competitor is being cited instead of you, you want to compare where you should be mentioned vs. who is actually mentioned.

A practical way to do it:

1) Identify the places where you’re missing

Look at:

  • AI answers / overviews
  • Search results snippets
  • Review sites
  • Comparison pages
  • Industry articles
  • Forum posts / Reddit / Quora
  • Customer support or sales call transcripts

Make a list of queries or topics where your brand should appear but doesn’t.

2) Track the citations/mentions

For each query, capture:

  • The answer or snippet
  • The cited source
  • The competitor named
  • The context of the mention

Do this manually at first, then scale with:

  • SERP monitoring tools
  • AI search monitoring tools
  • Brand mention tracking tools
  • Web scraping or API-based log analysis

3) Compare against competitor visibility

For the same queries, check:

  • Which competitor appears most often
  • Whether they’re cited because of stronger content, better SEO, or more authoritative sources
  • Whether the competitor is cited on third-party sites rather than their own website

4) Categorize the reason

Usually the competitor is cited instead of you because of one of these:

  • They have more relevant content on the topic
  • Their pages are easier for search engines/LLMs to parse
  • They’re mentioned more often across trusted sources
  • Their domain has stronger authority
  • Your pages are missing structured data, clear definitions, or comparison language

5) Use a simple analysis table

You can create a spreadsheet with columns like:

  • Query
  • Expected mention
  • Actual cited brand
  • Source
  • Competitor cited
  • Why competitor won
  • Action needed

6) Look for patterns

After a few dozen queries, patterns usually emerge, like:

  • One competitor dominates “best X for Y” queries
  • Another dominates comparison queries
  • Another is cited in educational content
  • Another wins because review sites rank them highly

7) Validate with customer-facing data

If possible, check:

  • Sales notes
  • CRM transcripts
  • Chat logs
  • Support tickets
  • “Which vendors did you compare us against?” responses

That often reveals the competitor customers are already seeing.

If you want, I can help you build:

  • a competitive citation audit template
  • a step-by-step monitoring workflow
  • or a query list to test against AI/search results

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.