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AI Mention Gap Analysis

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Report: ai_mention_gaps.py

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Report

AI Mention Gap Analysis

Queries where competitors are mentioned by AI but Ahrefs is not.

Brand: Ahrefs · Competitors: Semrush, BrightEdge, Similarweb · Country: US

Download skill

Summary

Total Gap Queries

376

across 3 platforms

High Priority

52

actionable gaps

Medium Priority

54

consider for calendar

Low / Noise

270

filtered out

AI theme analysis — what competitors are getting credit for

Claude Sonnet 4.6 analysed every AI response where competitors were named but Ahrefs wasn't. Themes are sorted by the number of gap responses that support each one, with direct quotes as evidence.

#1

Semrush Dominates Core SEO Tool Recommendations

Semrush
22
items

Across a wide range of foundational SEO queries—keyword research, site audits, backlink analysis, SERP tracking, and on-page optimization—AI responses consistently name Semrush as the go-to tool. Ahrefs is entirely absent from these recommendations despite being a direct, feature-equivalent competitor. This pattern spans both Google AI Overviews and ChatGPT surfaces.

Ahrefs implication Ahrefs should aggressively refresh and expand its SEO landing pages (keyword research, site audit, backlink checker, rank tracker) with stronger entity signals, structured data, and comparison content so that AI models associate Ahrefs as a named alternative alongside Semrush in these high-volume queries.

Direct quotes — evidence

Q: seo site audit AIO

An SEO site audit is a comprehensive evaluation of a website's technical health, on-page optimization, and content quality to improve search engine rankings and increase organic traffic. Semrush +3 Key Components of an SEO Audit

Q: seo keywords AIO

Effective keyword strategy involves researching relevant terms, analyzing search volume and competition, and placing them naturally in content, titles, and URLs to increase visibility and drive organic traffic. Semrush +4 Key Concepts in SEO Keywords

Q: seo and backlinks AIO

High-quality backlinks are essential for improving organic search rankings (SEO), boosting domain authority, and driving referral traffic. Semrush +4 Why Backlinks Matter for SEO

Q: keyword research tool free AIO

Top free keyword research tools include Google Keyword Planner (best for volume/competition), Semrush (limited free searches), and Wordtracker Scout.

#2

Competitive Analysis Tools Exclude Ahrefs Entirely

SemrushSimilarweb
8
items

When users ask about competitive analysis, competitor research tools, or market analysis software, AI responses credit Semrush and Similarweb as the definitive platforms. Ahrefs, which offers robust competitor keyword and backlink analysis, is never mentioned in this context, ceding the entire competitive intelligence framing to rivals.

Ahrefs implication Ahrefs should create and promote dedicated 'competitive analysis' and 'competitor research' content hubs that explicitly position its Site Explorer, Keyword Gap, and Content Gap tools as competitive intelligence features, targeting these queries with entity-rich content to earn AI citations.

Direct quotes — evidence

Q: competitive analysis tools AIO

Top tools include Similarweb for comprehensive traffic data, Semrush for SEO/paid keywords, SpyFu for Google Ads spying, and Valona for strategic, AI-powered intelligence.

Q: competitive analysis AIO

A competitor analysis is a strategic process of researching rivals' products, sales, and marketing tactics to identify market opportunities, strengths, and weaknesses. Common tools include Semrush, Google Search, LinkedIn, and Owler.

Q: What is the AI tool for competition? ChatGPT

These are AI‑powered tools that help companies track competitors, analyze market data, and make strategic decisions

Q: most visited websites AI Mode

These two platforms consistently dominate global traffic across multiple analytics providers like Semrush and Similarweb.

#3

Semrush Affiliate Program Cited, Ahrefs Program Ignored

Semrush
6
items

In responses to high-volume affiliate marketing queries, Semrush is repeatedly cited as a top-paying SaaS affiliate program ($200 per sale), while Ahrefs' own affiliate program is never mentioned. This represents a missed opportunity across multiple ChatGPT and Google AI Overview surfaces where Ahrefs could be earning both brand visibility and affiliate-driven user acquisition.

Ahrefs implication Ahrefs should optimize its affiliate program landing page and associated content for AI citation by publishing clear, structured data about its commission rates and program benefits, and by building authoritative third-party coverage that AI models can cite when answering affiliate program queries.

Direct quotes — evidence

Q: affiliate programs AIO

Software/SAAS: Semrush ($200 per sale), HubSpot (30% recurring), GetResponse (33% recurring), ActiveCampaign (20-30% recurring).

Q: affiliate marketing programs AIO

Specialized high-paying programs include Shopify (200% bounty), SEMrush ($200 per sale), and NordVPN (up to 100%).

Q: What's the highest paying affiliate program? ChatGPT

HubSpot Affiliate Program – Up to ~$1,000+ per referral or ~30% recurring

#4

AI SEO Tools Landscape Omits Ahrefs Capabilities

Semrush
5
items

When AI responses discuss AI-powered SEO tools and the intersection of artificial intelligence with SEO workflows, tools like Semrush's AI features, Jasper, SurferSEO, and Writesonic are named. Ahrefs' AI-assisted features and its role in AI-driven content and keyword workflows are completely absent, leaving Ahrefs out of the fast-growing AI SEO narrative.

Ahrefs implication Ahrefs should publish prominent content and product pages highlighting its AI-powered features (e.g., AI content grader, AI keyword clustering) and ensure these are indexed and cited in AI model training sources, specifically targeting 'AI SEO tools' and 'AI SEO' queries.

Direct quotes — evidence

Q: ai seo AIO

It helps websites rank higher by producing data-driven, entity-optimized content faster, often using tools like Writesonic, SurferSEO, and specialized AI agents. Implementation: Tools like Jasper, Semrush AI Tool

Q: ai digital marketing AIO

Key applications include generating content, improving SEO via predictive analytics, managing social media, and refining ad targeting. Popular tools like ChatGPT, Canva Magic, and Mailchimp automate routine work

#5

BrightEdge Cited for Enterprise SEO Services

BrightEdge
4
items

For queries about professional SEO services and enterprise-level search optimization, BrightEdge is named alongside agency brands as a key provider. Ahrefs, which serves enterprise SEO teams, is absent from this framing, missing an opportunity to be associated with high-value, high-intent commercial queries.

Ahrefs implication Ahrefs should develop enterprise-focused landing pages and case studies that explicitly address the needs of large SEO teams and agencies, using structured content that AI models can cite when answering 'SEO services' and 'enterprise SEO tools' queries.

Direct quotes — evidence

Q: search engine optimization services AIO

Key, top-rated providers include GoDaddy SEO Services, Thrive Agency, Coalition Technologies, and BrightEdge.

#6

Semrush Positioned as Thought Leadership and Content Authority

Semrush
4
items

AI responses reference Semrush not just as a tool but as a content authority and thought leader on topics like SEO strategy, content marketing, and digital marketing best practices. This positions Semrush as an educational brand in AI-generated answers, while Ahrefs' extensive blog and research content goes uncited.

Ahrefs implication Ahrefs should increase the entity prominence of its blog and research content by ensuring key definitional and educational articles are structured for AI citation (clear headings, concise definitions, authoritative sourcing), particularly for topics like thought leadership, content marketing, and SEO strategy.

Direct quotes — evidence

Q: thought leadership AIO

It involves sharing unique perspectives, addressing audience challenges, and, as discussed on LinkedIn Business, leveraging techniques like storytelling, research, and data analysis to influence decisions, as noted on Semrush.

Q: content marketing and seo AIO

SEO and content marketing are complementary strategies: content marketing creates valuable material (articles, videos) to engage users, while SEO ensures that content is visible to search engines, driving organic traffic. Semrush +2

Q: search engine positioning AIO

Search engine positioning (or SEO positioning) is the strategic process of optimizing web pages to achieve higher rankings on search engine results pages (SERPs), primarily to increase organic traffic and brand visibility. Semrush +4

#7

Similarweb Owns Web Traffic Data Queries

Similarweb
4
items

For queries about website traffic data, most-visited websites, and market research tools, Similarweb is consistently cited as the authoritative source for web analytics and traffic intelligence. Ahrefs, which provides traffic estimation data in its Site Explorer, is never mentioned in this context, missing a growing category of data-driven queries.

Ahrefs implication Ahrefs should create dedicated content around website traffic estimation, 'most visited websites,' and traffic analysis use cases that highlights its own traffic data capabilities, ensuring these pages are optimized for AI citation alongside or instead of Similarweb.

Direct quotes — evidence

Q: most visited websites AI Mode

These two platforms consistently dominate global traffic across multiple analytics providers like Semrush and Similarweb.

Q: competitive analysis tools AIO

Best Overall for Digital Intelligence (Similarweb): Analyzes traffic, engagement, SEO, and paid search, offering a comprehensive view of competitors' digital presence.

Q: What is the best tool for market research? ChatGPT

the right choice depends on your goals (surveys, competitor analysis, trend tracking, customer feedback, etc.) and budget (free vs. enterprise)

Analysis cached · 80 of 92 gap responses analysed by anthropic/claude-sonnet-4.6

Share of Voice by Platform

Ahrefs SOV vs competitors across the three AI surfaces.

Platform Ahrefs SOV Gap Queries Semrush Semrush Semrush
Google AI Overviews
65.6%
7,050
85.9%
7.0%
2.7%
ChatGPT
59.3%
175
84.8%
8.8%
1.6%
Google AI Mode
32.2%
21,168
86.6%
10.3%
0.7%

High Priority Gaps (52)

SEO tools, keyword research, backlinks — where Ahrefs should be mentioned.

Browse gaps

Switch between semantic clusters, parent topics, or the full flat list.

By Topic Cluster
By Parent Topic
Flat List
SEO Fundamentals & Definition 16 keywords
Combined Volume
109,668
SEO Tools & Software 11 keywords
Combined Volume
51,141
SEO Company & Services 4 keywords
Combined Volume
64,630
Keyword Research & Planning 7 keywords
Combined Volume
57,370
Competitive Analysis & Competitor Tools 8 keywords
Combined Volume
34,020
Title & Content Generation 2 keywords
Combined Volume
24,493
Link Building & Backlinks 3 keywords
Combined Volume
6,948
SEMrush & Stock/Brand Queries 1 keywords
Combined Volume
2,372

Medium Priority Gaps (54)

Digital marketing, content strategy, affiliate — tangentially related.

Show / hide medium-priority list

Recommended Action Plan

Where to start this week vs. this month vs. ongoing.

This Week — Top 5 High-Priority Gaps

  1. local seo — Comprehensive guide on local SEO ranking factors, GMB optimization, and using Ahrefs for local keyword research and citation auditing.
  2. seo company — Guide on how to choose an SEO company, including the essential toolset (like Ahrefs) they should use to deliver results.
  3. keyword — Position Ahrefs as the industry-leading keyword research tool for finding search volume, difficulty, and intent.
  4. seo meaning — Comprehensive beginner's guide to SEO, explaining its importance and how Ahrefs helps with core pillars like keywords and links.
  5. title generator — Position Ahrefs' free AI writing tools for generating SEO-friendly titles and headlines.

This Month — Remaining High-Priority Gaps

  1. spellmistake seo tools — Showcase Ahrefs as the premium, reliable alternative to low-quality or 'cracked' SEO tools.
  2. competitive analysis — Showcase Site Explorer for benchmarking against competitors and identifying their top pages.
  3. seo analysis — Directly promote Site Audit and Site Explorer for comprehensive website health and performance checks.
  4. search engine optimization services — Position Ahrefs as the essential toolkit for agencies providing SEO services.
  5. Is there a free version of SpyFu? — Compare SpyFu features with Ahrefs' free tools (Ahrefs Webmaster Tools).
  6. on page seo — Guide on using Site Audit to identify and fix on-page SEO issues like meta tags and headers.
  7. ai seo — Highlight Ahrefs' AI-powered features for keyword generation and content brief creation.
  8. search engine positioning — Explain how Rank Tracker helps monitor and improve search engine positioning.
  9. seo analytics — Showcase Ahrefs' dashboard for tracking SEO KPIs and organic growth analytics.
  10. seo keywords — Directly promote Keywords Explorer for finding high-volume, low-competition keywords.

Ongoing Strategy

  • Ensure new content includes strong brand mentions and entity signals
  • Build definitive guides for core SEO topics where Semrush dominates
  • Focus on "best tools" and "how to" queries
  • Re-run this analysis quarterly to track progress