What does it mean for a page to be cited by an AI model?

When someone asks a question in an AI model like ChatGPT or Perplexity, the model often surfaces specific pages as sources or references in its answer. These are pages the model has determined are relevant and credible enough to include in a response. Being cited means your page is being actively shown to users as part of an AI generated answer, which is a growing source of traffic and visibility that operates independently of traditional search rankings.

Which AI models AIResultIQ support?

The AIResultIQ currently supports ChatGPT and Gemeni. Support for Claude and Perplexity is coming soon. The core workflow is the same across all supported Models

Why should I care which pages AI models are citing for my target queries?

The pages AI models cite are the benchmark for your query. They are the pages the model has determined best answer for what the user asked. If your page is not among them, studying what those pages have in common gives you a clear picture of what to improve. The same logic applies here as with traditional SEO - the pages getting picked have already told you what good looks like for that topic. The difference is that AI citations and search rankings are not always the same list. A page that ranks on page two of Google might be frequently cited by AI models, and vice versa. Treating them as separate signals gives you a more complete view of what content is actually performing in your niche.

How is analyzing AI cited pages different from traditional SERP analysis?

Traditional SERP analysis looks at pages Google or Bing is ranking for a keyword. AI citation analysis looks at pages an AI model chose to include in its answer to a question. These are related but different signals. AI models weigh factors like how directly a page answers a specific question, how clearly the content is written and how well it matches the intent of the query, not just whether it has backlinks or domain authority. The on-page signals matter in both cases but the source of truth is different. With SERP analysis you are reverse engineering a ranking algorithm. With AI citation analysis you are reverse engineering which content an AI model considers the best answer to a specific question.

Is AIResultIQ free to use? Do I need to create an account?

The core tool is free and requires no account. Install the free Chrome extension, extract pages from any ChatGPT answer and run a full side by side SEO comparison on SEOToolbox.site without signing up. Advanced features including CSV export, comparing more than 10 pages at the same time and JavaScript rendering support are available on the paid plan. If you do not need those, you can use AIResultIQ for free indefinitely without creating an account.

What does AIResultIQ actually show me for each cited page?

For every page cited in an AI model answer, you can see the title, meta description, heading structure, schema markup, page content and links, all lined up in a single comparison table. A simplified page overview gives you a quick read of each page without opening it. BM25 and TF-IDF algorithms also surface the most relevant content sections from each page based on the original AI query, so you can see exactly which parts of the content are likely driving that page's inclusion in the answer.

Can I add my own page to the comparison?

Yes. You can add any page to the comparison alongside the AI cited pages. This lets you benchmark your own content directly against the pages an AI model is already recommending for that query and see exactly where the gaps are.

What is the BM25 and TF-IDF feature and why does it matter?

BM25 and TF-IDF are relevance scoring algorithms that identify which sections of a page are most closely matched to a specific query. Instead of reading an entire cited page to figure out why it was included in an AI answer, AIResultIQ surfaces the specific content passages that score highest against the original question. This matters because it removes the guesswork. Rather than assuming a page was cited because of its title or domain, you can see which content sections are actually driving relevance for that query and use that as a direct guide for improving your own page.

How do I use AIResultIQ to improve my chances of being cited by AI models?

Start by asking a question your target audience would ask in ChatGPT or another AI model. Extract the cited pages with the extension and run the comparison. Look at how those pages structure their titles and headings, what subtopics they cover, whether they use schema markup and which content sections the BM25 and TF-IDF analysis flags as most relevant to the query. Then add your own page to the comparison. The gaps between your page and the cited pages are your action list. Prioritize changes to your title and headings first since they are quick to update, then work through content gaps and schema markup. The goal is not to copy cited pages but to make sure your page is at least as complete and relevant as what the AI model is already picking.

AIResultIQ - Extract, Compare and Audit Pages from AI Answers

Field	seotoolbox.io YOU	seositecheckup.com	seotoolbox.site	seoptimer.com	smallseotools.com	seranking.com	backlinko.com	sistrix.com
Title Tag 50–60 chars	SEO Toolbox – All-in-One SEO Platform 37 chars 50–60 ideal	Reclaim Lost Traffic with LLM-Ready SEO Intelligence \| SEO Site Checkup 71 chars 50–60 ideal	Complete Page by Page SEO Audit & AI Recommendations \| SeoToolbox 65 chars 50–60 ideal	Analyze Websites With Free SEO Audit & Reporting Tool - SEOptimer 65 chars 50–60 ideal	100% Free SEO Tools - SmallSEOTools.com 39 chars 50–60 ideal	SE Ranking — AI SEO Software That Gets Results 46 chars 50–60 ideal	Free SEO Checker: Audit Any Page in Seconds + Actionable Fixes 62 chars 50–60 ideal	SISTRIX Toolbox - SEO Tool by professionals, for professionals - SISTRIX 72 chars 50–60 ideal
Meta Description 150–160 chars	SEO is easy! If you have the right tools. Track visibility, audit websites, optimize content and manage all projects in one place. 130 chars 150–160 ideal	Get SEO insights by page group. AI brand visibility. Domain-level audits. Keyword tracking. Backlinks checker. Plus much more. 126 chars 150–160 ideal	Struggling with SEO? Get instant page-by-page audits, fix SEO issues fast, and receive smart AI recommendations to rank higher. 127 chars 150–160 ideal	Looking for the best SEO Audit Tool to analyze and grade your website? SEOptimer is the web's best SEO Checker. Win more customers with beautiful SEO Reports. 158 chars 150–160 ideal	You need effective SEO tools which are 100% free? Check out our Search Engine Optimization tools for checking backlinks, tracking keyword positions and more. 157 chars 150–160 ideal	SE Ranking is a trusted AI SEO tool that pays for itself. Get accurate data, actionable insights, and automated reports. Powerful tools, simple execution. 154 chars 150–160 ideal	Get instant SEO scores and uncover hidden on-page SEO opportunities. Analyze your webpage for free and outrank competitors today. 129 chars 150–160 ideal	— not set
Meta Keywords often ignored	— not set	— not set	SEO tools, free SEO tools, SEO optimization tools, meta tag generator, AI SEO analyzer tool, site structure visualizer, schema generator	— not set	— not set	— not set	— not set	— not set
Robots index/noindex	index, follow	index, follow	index, follow	noodp	not set	index, follow, max-image-preview:large, max-snippet:-1	index, follow	index, follow, max-image-preview:large
Canonical URL	https://seotoolbox.io/	https://seositecheckup.com/	https://seotoolbox.site/	https://www.seoptimer.com/	https://smallseotools.com/	https://seranking.com/	https://backlinko.com/tools/seo-checker	https://www.sistrix.com/
Canonical URL	https://seotoolbox.io/	https://seositecheckup.com/	https://seotoolbox.site/	https://www.seoptimer.com/	https://smallseotools.com/	https://seranking.com/	https://backlinko.com/tools/seo-checker	https://www.sistrix.com/

Headings

3 fields

Field	seotoolbox.io YOU	seositecheckup.com	seotoolbox.site	seoptimer.com	smallseotools.com	seranking.com	backlinko.com	sistrix.com
H1 Tags ideally 1 per page	H1 SEO is easy! If you have the right tools...	H1 Reclaim Lost Traffic with LLM-Ready SEO Intelligence	H1 Discover the SEO Issues Holding Your Website Back And See How to Fix Them	H1 SEO Audit & Reporting Tool	H1 Small SEO Tools	H1 All the tools you need to perfect your SEO and AI visibility	H1 Free SEO Checker & Website Audit Tool	H1 Your competitor on Google is only one click away
H2 Tags all shown	9 tags H2 You've just found everything you need to rank higher H2 Track your brand's visibility across AI-generated answers H2 Optimize your content H2 Track your keywords H2 Audit your website H2 Manage all projects in one place H2 Pricing H2 See all tools and features H2 Footer	9 tags H2 Get unlimited checks, saved reports & competitor tracking. H2 SEO Site Checkup helps you rank higher on Google and AI Engines. H2 Features H2 Deep Domain Analysis H2 LLM Visibility Checker H2 AI Content Analysis H2 Technical SEO Audits H2 Other Features H2 Search is shifting to AI. And you're invisible.	9 tags H2 Get Your Free SEO Audit H2 What Our Users Say H2 See The SEO Analyzer Pro in Action H2 Simplify Your SEO, Amplify Your Results H2 Why Switch? H2 A Tool for Every Step of Your SEO Journey H2 Everything Under the Hood H2 Simple, Transparent Pricing H2 Frequently Asked Questions	5 tags H2 Complete, Affordable SEO Suite H2 Perfect for Small Business Owners, Digital Agencies H2 What our awesome customers are saying H2 Why SEOptimer? H2 What Are You Waiting For? Try SEOptimer Today!	12 tags H2 Text Analysis Tools H2 AI Writing Generators H2 Design Studio H2 Images Editing Tools H2 Keywords Tools H2 BackLink Tools H2 Website Management Tools H2 Website Tracking Tools H2 Domains Tools H2 Meta Tags Tools H2 Online PDF Tools H2 Development Tools	6 tags H2 Complete AI SEO platform for every challenge H2 Precise. Credible. AI-Ready. It's all about our unique data H2 Brand, grow, and win more clients with the Agency Pack H2 Our family of solutions for every challenge H2 Why SEO pros from 150+ countries choose us H2 Fair and flexible pricing that scales with you	7 tags H2 Want a full browser toolbox? Download SEOquake H2 Instantly Score Your On-Page SEO H2 Find & Fix Critical SEO Issues Fast H2 See Your Top Keywords & Backlinks H2 Benchmark Against the Competition H2 SEO Checker FAQ H2 The 18-Step SEO Audit Checklist	5 tags H2 New features and more data H2 More than just data: a reliable partner at your side H2 Current analyses and in-depth knowledge, free of charge H2 From freelancer to multinational companies – with SISTRIX to success H2 Start your own success story
H3 Tags all shown	8 tags H3 Professional H3 Agency H3 SEO Tools H3 Features H3 Pages H3 Languages H3 Legal H3 Our company	7 tags H3 Sign up for free H3 For SaaS Marketers H3 For Content-Led Companies H3 For Growth Agencies H3 For E-commerce Brands H3 You're losing deals to competitors cited by AI H3 You don't know what prompts are triggering competitors	7 tags H3 Dashboard H3 Page-By-Page Deep Diagnoses H3 Personalized SEO Strategy, Not Just Generic Suggestions H3 Reports You Can Act On H3 Comprehensive On-Page Audits H3 Integrated PageSpeed Insights H3 AI-Powered Recommendations	5 tags H3 SEO Audits with Ease H3 Beautiful, Branded, White Label PDF Reports H3 Languages and Customization Options H3 Embeddable Audit Tool H3 Free SEO Toolbox	H3 AS SEEN ON: H3 It looks like you're using an ad-blocker!	5 tags H3 Analyze your brand's visibility across major AI search engines H3 Build winning SEO strategies with unique traffic datasets H3 Track your SEO progress H3 Create new content faster H3 Take control of your local presence	5 tags H3 Is SEO Checker free to use? H3 What does the SEO Checker analyze? H3 How is this different from a full Semrush Site Audit? H3 Do I need a Semrush account? H3 How often should I run an SEO check?	— not set

Open Graph

4 fields

Field	seotoolbox.io YOU	seositecheckup.com	seotoolbox.site	seoptimer.com	smallseotools.com	seranking.com	backlinko.com	sistrix.com
OG Title ~60 chars ideal	SEO Toolbox – All-in-One SEO Platform 37 chars 40–60 ideal	Reclaim Lost Traffic with LLM-Ready SEO Intelligence \| SEO Site Checkup 71 chars 40–60 ideal	— not set	— not set	100% Free SEO Tools - SmallSEOTools.com 39 chars 40–60 ideal	SE Ranking — AI SEO Software That Gets Results 46 chars 40–60 ideal	Free SEO Checker: Audit Any Page in Seconds + Actionable Fixes 62 chars 40–60 ideal	SISTRIX Toolbox - SEO Tool by professionals, for professionals - SISTRIX 72 chars 40–60 ideal
OG Description ~155 chars ideal	SEO is easy! If you have the right tools. 41 chars 100–155 ideal	Get SEO insights by page group. AI brand visibility. Domain-level audits. Keyword tracking. Backlinks checker. 110 chars 100–155 ideal	— not set	— not set	You need effective SEO tools which are 100% free? Check out our SEO tools for checking backlinks, tracking keyword positions and more. 134 chars 100–155 ideal	SE Ranking is a trusted AI SEO tool that pays for itself. Get accurate data, actionable insights, and automated reports. 120 chars 100–155 ideal	Get instant SEO scores and uncover hidden on-page SEO opportunities. Analyze your webpage for free. 99 chars 100–155 ideal	We have made it our business to ensure that companies of all sizes can benefit from search engine optimization. 111 chars 100–155 ideal
OG Image 1200×630 ideal	not set	set https://media.adaptocms.com/60659756/images/5c352822.we…	not set	not set	set https://d14ti7ztt9zv5f.cloudfront.net/og-images/1644831…	set https://seranking.com/wp-content/uploads/sites/9/2024/0…	set https://api.backlinko.com/app/uploads/2024/08/backlinko…	set https://www.sistrix.com/wp-content/uploads/2023/05/2023…
OG Type	website	website	— not set	— not set	website	website	website	website

Twitter / X Card

4 fields

Field	seotoolbox.io YOU	seositecheckup.com	seotoolbox.site	seoptimer.com	smallseotools.com	seranking.com	backlinko.com	sistrix.com
Card Type summary_large_image best	not set	summary_large_image	not set	summary	summary	summary_large_image	summary_large_image	summary_large_image
Twitter Title	— not set	Reclaim Lost Traffic with LLM-Ready SEO Intelligence	— not set	Analyze Websites With Free SEO Audit & Reporting Tool - SEOptimer	100% Free SEO Tools - SmallSEOTools.com	SE Ranking — AI SEO Software That Gets Results	Free SEO Checker: Audit Any Page in Seconds	— not set
Twitter Description	— not set	Get SEO insights by page group. AI brand visibility. Domain-level audits.	— not set	Looking for the best SEO Audit Tool? SEOptimer is the web's best SEO Checker.	You need effective SEO tools 100% free? SEO tools for backlinks, keyword tracking and more.	SE Ranking is a trusted AI SEO tool. Get accurate data, actionable insights, and automated reports.	Get instant SEO scores and uncover hidden on-page SEO opportunities.	— not set
Has Twitter Tags	No	Yes	No	Yes	Yes	Yes	Yes	Yes

Links

3 fields

Field	seotoolbox.io YOU	seositecheckup.com	seotoolbox.site	seoptimer.com	smallseotools.com	seranking.com	backlinko.com	sistrix.com
Internal Links key nav links	INT https://seotoolbox.io/en/seo-tools INT https://seotoolbox.io/pricing INT https://seotoolbox.io/blog 3 links	INT https://seositecheckup.com/tools INT https://seositecheckup.com/pricing INT https://seositecheckup.com/login 3 links	INT https://seotoolbox.site/audit INT https://seotoolbox.site/pricing INT https://seotoolbox.site/login 3 links	INT https://www.seoptimer.com/features INT https://www.seoptimer.com/pricing INT https://www.seoptimer.com/blog 3 links	INT https://smallseotools.com/plagiarism-checker INT https://smallseotools.com/keyword-position 2 links	INT https://seranking.com/features INT https://seranking.com/pricing INT https://seranking.com/blog INT https://seranking.com/agency 4 links	INT https://backlinko.com/tools INT https://backlinko.com/hub/seo INT https://backlinko.com/blog 3 links	INT https://www.sistrix.com/toolbox INT https://www.sistrix.com/pricing INT https://www.sistrix.com/blog 3 links
External Links outbound links	— not set	EXT https://twitter.com/seositecheckup EXT https://linkedin.com/company/seositecheckup 2 links	— not set	EXT https://chrome.google.com/webstore 1 link	EXT https://facebook.com/smallseotools EXT https://twitter.com/smallseotools 2 links	EXT https://g2.com/products/se-ranking EXT https://capterra.com/p/se-ranking 2 links	EXT https://semrush.com EXT https://chrome.google.com/seoquake 2 links	EXT https://twitter.com/sistrix 1 link
Link Count int + ext total	3 3 int · 0 ext	5 3 int · 2 ext	3 3 int · 0 ext	4 3 int · 1 ext	4 2 int · 2 ext	6 4 int · 2 ext	5 3 int · 2 ext	4 3 int · 1 ext

Schema / Structured Data

2 fields

Field	seotoolbox.io YOU	seositecheckup.com	seotoolbox.site	seoptimer.com	smallseotools.com	seranking.com	backlinko.com	sistrix.com
Schema Types click to view full	WebSiteOrganization	WebSiteOrganizationFAQPageReview	WebSiteFAQPage	WebSiteSoftwareApplication	WebSite	WebSiteOrganizationSoftwareApplicationFAQPageAggregateRating	WebSiteFAQPageBreadcrumbList	WebSiteOrganization
Schema Count	2 types	4 types	2 types	2 types	1 type	5 types	3 types	2 types

Robots & Crawling

3 fields

Field	seotoolbox.io YOU	seositecheckup.com	seotoolbox.site	seoptimer.com	smallseotools.com	seranking.com	backlinko.com	sistrix.com
Robots Meta index/noindex	index, follow	index, follow	index, follow	noodp	not set	index, follow, max-image-preview:large, max-snippet:-1	index, follow	index, follow, max-image-preview:large
Canonical self-referencing?	self-referencing https://seotoolbox.io/	self-referencing https://seositecheckup.com/	self-referencing https://seotoolbox.site/	self-referencing https://www.seoptimer.com/	self-referencing https://smallseotools.com/	self-referencing https://seranking.com/	self-referencing https://backlinko.com/tools/seo-checker	self-referencing https://www.sistrix.com/
Page URL	https://seotoolbox.io/	https://seositecheckup.com/	https://seotoolbox.site/	https://www.seoptimer.com/	https://smallseotools.com/	https://seranking.com/	https://backlinko.com/tools/seo-checker	https://www.sistrix.com/

Images

2 fields

Field	seotoolbox.io YOU	seositecheckup.com	seotoolbox.site	seoptimer.com	smallseotools.com	seranking.com	backlinko.com	sistrix.com
Image Alt Stats alt text coverage	14 total images 9 with alt (64%) 5 missing	22 total images 19 with alt (86%) 3 missing	18 total images 15 with alt (83%) 3 missing	31 total images 28 with alt (90%) 3 missing	45 total images 38 with alt (84%) 7 missing	28 total images 27 with alt (96%) 1 missing	19 total images 18 with alt (95%) 1 missing	16 total images 13 with alt (81%) 3 missing
OG / Social Image 1200×630 recommended	no OG image	set https://media.adaptocms.com/60659756/images/5c352822.we…	no OG image	no OG image	set https://d14ti7ztt9zv5f.cloudfront.net/og-images/1644831…	set https://seranking.com/wp-content/uploads/sites/9/2024/0…	set https://api.backlinko.com/app/uploads/2024/08/backlinko…	set https://www.sistrix.com/wp-content/uploads/2023/05/2023…

Headings

Open Graph

Twitter / X Card

Links

Schema / Structured Data

Robots & Crawling

Images

Turn your SEO work into predictable growth

AIResultIQ : On-Page SEO Analysis Pulled Straight from AI Conversations

From AI Conversation to Full SEO Comparison in Seconds

Everything You Need to Analyze Pages AI Models Recommend

Compare AI Cited Pages Side by Side

Never Lose Your Place While Comparing

Compare Titles, Descriptions, Schema, Content and More

Export the Full Comparison to CSV

Smart Filters and Full Column Control

How AIResultIQ Turns AI Answers into SEO Insights

Install from the Chrome Web Store

Ask Any Question in an AI Model

Click "Extract From Page"

Click "Analyze on SEOToolbox" to Compare

What You Can Do with AIResultIQ by SEOToolbox.site

Study Titles, Meta Descriptions and Heading Structures of Pages AI Keeps Citing

See Exactly Which Parts of a Page the AI Query Matched

Find Out Which Pages Use Schema and What Types They Implement

Benchmark Your Page Against Pages AI Already Recommends

Export AI Citation Comparisons for Client Reporting

Common Questions About AI Citation Analysis