AI Citation Gap
AI cites Reddit threads about your category. You're not in them.
When buyers ask AI about your space, the engines cite a Reddit thread, a forum answer, a competitor's page — the places opinions actually form. Citation Interceptor finds every offsite source AI cites where your brand is absent, grades the evidence, and hands you a worklist of real opportunities — without a single fake review.
Free plan · no credit card
The blind spot
Ask ChatGPT or Perplexity about your category and watch what it cites: a years-old Reddit thread, a forum debate, a competitor's comparison post. Those sources are where buyers form their shortlist — and your brand isn't in any of them.
Citation Interceptor turns that into a list you can work: the exact offsite sources AI leans on where you're missing, ranked by opportunity and backed by evidence.
From citation gap to worklist in three steps
- 01 · Scan
Your prompts, across the engines
Citation Interceptor reads the AI answers for the prompts your buyers actually ask and pulls every offsite source the engines cite — across ChatGPT, Perplexity, Gemini, Claude, AI Overviews, Bing Copilot, and Grok.
- 02 · See
Where you're absent — by source family
Reddit and forums, editorial, competitor pages, institutional sites — grouped by family, each with the share of answers where your brand is missing and the actual cited URLs behind it.
- 03 · Act
An evidence-graded worklist
Every source is graded Observed, Hypothesis, or Risky-Unproven, with the real cited threads to review — so you work a list of genuine opportunities, not guesses, and mark each done as you go.
Evidence-first, anti-astroturf by design
Evidence grading on every source
Observed / Hypothesis / Risky-Unproven. Advice is gated by what's actually supported in the AI answers — not vibes or volume.
Real opportunities, not fake reviews
We surface legitimate participation — a useful answer in a thread AI already cites. We never generate fake reviews or astroturf. That's a credibility risk, not a strategy.
We surface, you decide
Geotoolbox shows the evidence and the opportunity. It doesn't post, contact anyone, or promise a citation will change.
Triage + baseline
Mark sources done or dismissed, tag them, and capture a baseline — so you can tell whether genuine participation moved the citation picture.
Source-family composition (community, editorial, competitor, institutional) is computed from real AI citations, so the worklist reflects where your category's conversation actually lives.
Act, don't just monitor
Most AI-visibility tools show you the gap and stop. GEO Toolbox shows you the gap — then hands you the fix.
Everyone now says “Reddit matters for AI.” Citation Interceptor tells you which threads, with what evidence, and whether they're worth your time — then lets you work the list and track it.
AI cites an r/PPC thread about your category where you're absent, evidence graded Observed? It lands on your worklist with the thread linked. Leave a genuinely useful answer, mark it done, and watch the baseline — instead of guessing whether “doing Reddit” is working.
Pair it with Community for forum-level detailHow it compares
Citation Interceptor vs. the alternatives
| Generic GEO advice | Onsite citation trackers | Citation Interceptor | |
|---|---|---|---|
| Shows the offsite sources AI actually cites | |||
| Pinpoints where YOUR brand is absent | Partial | ||
| The actual cited Reddit / forum threads | |||
| Evidence grading (Observed / Hypothesis / Risky) | |||
| Real opportunities — no fake reviews / astroturf | Often the opposite | — | |
| Triage worklist (acknowledge / done / dismiss) |
Built on real citations
Every source comes from an answer an engine actually gave.
Queried live across the engines your customers actually use
- ChatGPT
- Perplexity
- Gemini
- Claude
- Google AI Overviews
- Bing Copilot
- Grok
Source families and the worklist are computed from real, live AI citations across all seven engines — never scraped guesses or invented numbers.
FAQ
Frequently asked
- 01What does Citation Interceptor actually show?For your tracked prompts, it surfaces the offsite sources AI engines cite — Reddit threads, forums, editorial, competitor pages, institutional sites — and flags where your brand is absent from those answers. You get the source families, the share of answers you're missing from, and the real cited URLs behind each.
- 02Is this the “spam Reddit” hack?No — the opposite. It surfaces legitimate participation opportunities (a genuinely useful answer in a thread AI already cites) with explicit evidence grading. It does not generate fake reviews, astroturf, or contact anyone for you. Fake activity is a credibility risk, not a strategy.
- 03What do the evidence grades mean?Observed means the citation was directly seen in AI answers. Hypothesis means it's inferred and unconfirmed. Risky-Unproven flags low-confidence or risky moves. Advice is gated by the grade, so you only act on what's actually supported.
- 04How is this different from the Community feature?Community focuses specifically on Reddit and forum citations. Citation Interceptor covers every offsite source family (community/UGC, editorial, competitor, institutional, reference), adds the prioritized opportunity worklist, the evidence grading, and per-source triage. Use them together.
- 05Which AI engines does it cover?The same seven GEO Scan covers: ChatGPT, Perplexity, Gemini, Claude, Google AI Overviews, Bing Copilot, and Grok.
- 06Can I track what I've actioned?Yes. Each source has triage controls (acknowledge, done, dismiss, plus context tags), and a baseline is captured when you flag a source — so you can see whether your participation moved the citation picture over time.
Find the citations you're missing.
Free plan, no credit card. See your gaps in minutes.