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AI Citation Tracking Gaps

Marketers and SEO teams cannot reliably measure, track, or influence whether their content and brand get cited by AI answer engines.

In their words

It hallucinates constantly, gives me information I didn't ask for, and keeps getting thinner in what the subscription provides

r/perplexity_ai on Reddit

we decided to stop guessing about AEO and actually test what changes citation behavior

r/webflow on Reddit

The data is there, but turning it into "change this page, publish there" is all manual work.

r/automation on Reddit

manual logging was getting unwieldy past week 2

r/GEO_optimization on Reddit

We're getting cited accurately — the number is right, the source is correct — but the surrounding context reframes our finding into an argument we never made.

r/GEO_optimization on Reddit

did your tool actually change whether an LLM mentions my product... Did the citation happen or not.

r/aeo on Reddit

I honestly can't tell how much of the improvement was "the work" versus "the model simply updated."

r/seogrowth on Reddit

some barely showed up at all while weaker pages were getting picked for questions I didn't expect

r/SEO_for_AI on Reddit

Why would I use something that I have to go back to state statutes to verify when i could just use the state statutes directly?

r/antiai on Reddit

Is there any tool or method to find the actual prompts/queries where my website or brand is mentioned or cited across ChatGPT, Gemini, Google AI Overviews, Perplexity, and Claude?

r/aeo on Reddit

ai overviews are on almost every search in our niche now and never cite us.. how are you getting pulled into them

r/GrowthHacking on Reddit

what tools are you using as alternatives to Profound for tracking citations, prompts and AI brand visibility across ChatGPT, Gemini, and Perplexity?

r/digital_marketing on Reddit

SEO and marketing teams

Where they talk

  • r/aeo
  • r/GEO_optimization
  • r/DigitalMarketing
  • r/GrowthHacking
  • r/TechSEO
  • r/content_marketing
  • r/localseo
  • r/Agentic_SEO

Tools they use today

  • Perplexity
  • Gemini
  • Google Search Console
  • Profound
  • Claude
  • Otterly
  • Ahrefs
  • Semrush

Why those fall short

  • hallucinates, gives unasked info, thinner subscription, reduced query limits
  • Students click links but do not read or verify the source
  • Manual citation pulling is a nightmare; no before/after data to attribute lift.
  • Citation tracking is synthetic polling, not real per-user citation data
  • Sources shift between runs; one appearance tells you nothing.