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By Agentic SEO Tools Teamcompetitor analysisai answerscitation analyticsai visibility tools

Is there a tool that shows me why my competitors rank higher in AI answers than me?

Yes, a few tools explain why competitors appear in AI answers instead of you. Promptwatch, AthenaHQ, Scrunch AI and others compared on diagnosis, not just scores.

Yes, a few tools can do this, but they differ a lot in what "shows me why" means. Some will show you that a competitor appears more often than you. That is a comparison chart. A smaller group will show you what is behind it: the pages the engines cite, the sources they trust, the sub-queries they run, and whether your own site is even readable to the bots involved.

This guide separates the two and ranks tools by how much of the "why" they publish. A caveat first. AI answers vary from run to run, and no tool can promise to explain every placement or guarantee you a better one. What they can do is replace guessing with evidence.

The usual reasons a competitor appears and you do not

Before comparing tools, it helps to know what the answer to "why" usually looks like. In practice it comes down to a handful of causes.

  • They are cited and you are not. The engine pulls from certain pages and domains. If theirs are in the set and yours are not, that is the difference.
  • Their page answers the sub-question. Models run hidden sub-queries before answering. A competitor page may cover a sub-query that yours does not.
  • They are mentioned in sources engines trust. Reddit threads, YouTube videos, third-party articles and listicles.
  • Your pages cannot be reached. A blocked path or a crawler error can keep you out entirely.
  • You are named, but low or poorly described. Position and sentiment matter.

A useful tool has a view for each.

1. Promptwatch

Promptwatch covers every cause on that list, which is why it leads here.

Who is named and how often. Competitor visibility, Share of Voice, Position in Answer and a competitor heatmap show the gap by brand, model, topic and country. Competitors can be auto-discovered, and brand merging cleans up duplicates.

What is cited. Citation analytics show page and domain level citations with URL positions. A Page Tracker follows specific URLs, yours or a competitor's. Reddit, YouTube and LinkedIn reports show community and video sources, and offsite mentions find brands named on third-party pages without a link. Citation Trends classify each citation by content type and source type, with citation rate over time and how long each page stays cited.

What the engine searched. Query fan-outs are shown per model, so you see the sub-queries your competitor's page was matched against.

Whether you can be read. Agent Analytics shows IP-verified AI crawler logs for bots such as GPTBot, ClaudeBot and PerplexityBot, with errors and a crawl-to-citation path per page. Crawler logs start on Professional at $245 a month and are on every agency plan.

What to do next. Content gap analysis scores coverage against prompts, and Monks, per Promptwatch's own case study, uses the Answer Gap Report for client content roadmaps. Agent Chat includes a competitor gap analysis skill that works through live data, and the Action Board lists prioritized to-dos.

Pricing: Explore is free (10 prompts, ChatGPT only), Essential $95, Professional $245, Business $579, and agency plans from $199. Essential includes content gap analysis but not crawler logs.

2. AthenaHQ

AthenaHQ tracks your brand against competitors with unlimited competitors on Starter at $295 a month, rolls it into a GEO score and turns gaps into actions through an Action Center. It has no Reddit monitoring or crawler analytics, which limits the "why" to what is on the page.

3. Scrunch AI

Scrunch AI Core is $250 a month, with site audits and agent traffic reporting. Reviewers say it shows where you are not cited, not what to change, and refreshes weekly.

4. Profound

Profound tracks answer visibility through Answer Engine Insights, though the listing does not detail its competitor views. Enterprise pricing is custom, with an earlier estimate of about $40k a year, and the product is now sold as a broader AI Marketer. Some G2 reviewers report citation counts that did not match manual checks, so verify any number you plan to act on.

5. Tools with a specific angle

  • Mentionable records which competitors are recommended in your place, which domains engines reuse and the hidden fan-out queries. When no engine cites you, it reads the pages that are cited and drafts yours in the same format. Growth is 79 euros a month.
  • UltraScout AI flags Zero Coverage gaps, where competitors are cited and your brand is absent. Platform pricing is quote-led.
  • Semrush AI Toolkit compares you with competitors beside keyword data, at a listed $99 a month per domain. Critics find recommendations generic.
  • Ahrefs Brand Radar reports on AI crawler activity, YouTube and Reddit sources, with Custom Prompts on paid Ahrefs plans.

6. Trackers

Peec AI tracks visibility, position, sentiment and share of voice per prompt against competitors, but it is monitoring only. Otterly.AI has citation source tracking from $29 a month, and its data can lag by up to a week.

Comparison table

ToolCompetitor viewCitationsFan-outsYour crawler access
PromptwatchHeatmap, SoV, positionPage, domain, Reddit, YouTubePer modelYes, IP-verified logs
AthenaHQUnlimited competitorsNot at this depthNot documentedNo
Scrunch AIYesLimitedNot documentedAgent traffic reporting
MentionableRecommended competitorsSource domainsYesNot published
Semrush AI ToolkitYesNot detailedNot documentedNot published

Who should pick which

You want the reason and the fix: Promptwatch. The deciding factor is that it joins competitor results to citations, fan-outs and your own crawler logs, so "why" has an answer you can verify.

You want a drafted page in the cited format: try Mentionable alongside.

You are an enterprise team: ask AthenaHQ, Scrunch AI and Profound for demos and ask what their "why" view includes.

A simple diagnosis routine

Pick five prompts where a competitor wins. For each, list which pages are cited, what sub-queries were run, and whether your relevant page exists and was crawled. The pattern across five prompts usually points to one or two fixes. Ship those first.