AI recommends our competitors, not us. Find where their names come from.
Ask an AI assistant for the best options in your category and the same competitors come up. Their names come from somewhere, lists, reviews, comparisons, forums. So can yours.
- The same 3-5 competitors appear in most answers
- Comparison prompts mention you last or not at all
- Answers cite “best X” lists that don’t include you
- Competitors have far more reviews and mentions
Three checks you can run today
Each takes minutes. Together they tell you whether this page is about your problem.
- Collect the sourcesFor 10 category prompts, list every source the answers cite.
- Find the overlapWhich sources mention competitors but not you?
- Compare review countsOn the review sites cited, compare your reviews with theirs.
Competitor recommendation source map
Separate whether a rival is named, recommended or cited and record the source supporting each statement.
| Situation to check | Proposed scope | Boundary |
|---|---|---|
| Collect the sources | For 10 category prompts, list every source the answers cite. A listicle citation may suggest a source relationship while a product comparison may expose missing offer facts. | A cited URL is evidence of one answer, not proof of the engine's complete training or ranking system. |
| Find the overlap | Which sources mention competitors but not you? | Keep an unchanged comparison sample so this check can distinguish the proposed cause from unrelated variation. |
| Missing from lists and comparisons | The “best X” pages answers rely on don’t include you. | Treat this as a hypothesis until the affected URL or account evidence supports it. |
| Ready to commission a fix | Assign an owner to correct factual gaps and track the same buying intents across later comparable observations. | [CONFIRM: access, scope, owner, fee and review date before work begins.] |
Competitor recommendation source map
Illustrative blank specification. This is a diagnostic structure, not a client result.
- Affected population
- Separate whether a rival is named, recommended or cited and record the source supporting each statement.
- Decisive observation
- A listicle citation may suggest a source relationship while a product comparison may expose missing offer facts.
- Alternative explanation
- A cited URL is evidence of one answer, not proof of the engine's complete training or ranking system.
- Acceptance evidence
- Assign an owner to correct factual gaps and track the same buying intents across later comparable observations.
- Supporting check
- On the review sites cited, compare your reviews with theirs.
- Approval
- [CONFIRM: accountable owner and authorised next step.]
What the first handover should make clear
- Separate whether a rival is named, recommended or cited and record the source supporting each statement.
- A listicle citation may suggest a source relationship while a product comparison may expose missing offer facts.
- Assign an owner to correct factual gaps and track the same buying intents across later comparable observations.
- The original observations, unresolved questions and any client access needed for the next scope.
What usually causes it
In the order we usually check them. Most cases have more than one.
- Missing from lists and comparisonsThe “best X” pages answers rely on don’t include you.
- Fewer reviewsLess social proof on the platforms that are cited.
- Weaker category associationYour brand isn’t clearly tied to the category in text across the web.
- Community presenceCompetitors are discussed in forums and Reddit threads; you aren’t.
- Bigger brand demandMore people search for them by name.
How we fix it
Four steps, in order. You see the evidence and the plan before anything changes on your site.
- Step 01Map the sourcesEvery cited source, ranked by how often it appears.
- Step 02Close the gapsInclusion pitches, reviews and community presence where it counts.
- Step 03Strengthen factsCategory, use cases and differences stated clearly on your site.
- Step 04BenchmarkYour share of answers vs competitors, monthly.
Services that fix it
Starting prices in USD. TopClick is not VAT-registered. Scope and price in writing before work starts.
Questions about this problem
01Can we pay to be in those lists?
Some lists accept sponsored placements, those should be labelled. We focus on editorial inclusion, reviews and mentions that answers trust.
02Do Reddit threads really matter?
Community threads are a frequent source in AI answers for many categories. Genuine participation helps; fake accounts backfire.
03Where do we start?
With the free snapshot: we check your site for this problem, confirm the likely cause and send a written first scope with a price.
Check your site for this
- 1Send your site — we confirm the cause and where we would start
- 2We check search and AI visibility
- 3PDF by email: five website problems and AI visibility, within two business days of receiving your website URL
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