Research desk · Citation share Q2 2026
A research desk on the tools, methods, and citations behind brand presence inside Google AI Overviews, ChatGPT, Perplexity, and Gemini answers. Quarterly studies and rolling rank.
Six engines, fifty domains, weekly runs over twelve weeks. The brands that gain citation share and the publishing patterns behind them.
1,400 prompts
Citation share, prompt-cluster coverage, and engine spread for B2B SaaS, ecommerce, and publishers. What "good" looks like in 2026.
12 verticals
How news, longform, and reference publishers are being cited inside generative answers, and the structural changes that move the number.
8 case studies
Continuously-updated comparison of every tool in the catalogue, scored against published criteria.
Pick any two tools, see the side-by-side comparison instantly.
Every tool's starting price, model, and free-tier flag in one sortable table.
Plain-language definitions of the terms used across these rankings.
Be the brand AI recommends.
Temso AI closes the loop between citation tracking and content production. The dashboard that flags where competitors are mentioned more often also writes the brief and a draft answer your domain has a chance of getting cited for next.
View profile →
Full-stack GEO platform pairing AI visibility with on-page optimization.
Writesonic is the most complete full-stack GEO platform on the list: visibility tracking across eight engines, citation analysis with unlinked-mention support, and on-page optimization wired to Ahrefs and Google data. The GEO Action Center turns the visibility number into editorial moves a single team can ship.
View profile →Mature SEO platform with growing AI visibility coverage.
Semrush adds AI visibility on top of the SEO toolkit teams already use. The AI Visibility Toolkit is not as deep as a pure-play, but the same login that runs keyword research can now read the AI search picture.
View profile →GEO Rankings tracks every credible generative-engine-optimization tool, pure-plays, SEO-suite add-ons, and the content-engineering platforms, and scores them against published criteria. Every entry has a profile page with verdict, pros and cons, source attribution depth, and a structured fact sheet. Every pair of tools has an automatic head-to-head comparison.
The criteria favour tools that close the loop from "we don't appear" to a brief or page that has a real chance of being cited. Tools that stop at the dashboard score lower.
SEO and content leaders at SaaS, B2B, and publisher organisations. Agencies retooling their offering for the generative-search era. Research teams inside the AI labs benchmarking their own retrieval behaviour. If retrieval happens before the click in your category, this is for you.
How research-led buyers evaluate generative engine optimization tooling in 2026: scoring rubric, vendor walk-through, and the contract questions procurement actually asks.
Three interventions that consistently move the needle on how often an AI engine cites your domain, and two that don't.
GEO is the third stage of an SEO career, first you optimise for crawlers, then for users, now for the model that summarises both. The tool that actually writes the brief is what made the third stage tractable.
Senior SEO lead
Mid-market SaaS · 200 employees · B2B SaaS
AI Overviews dropped our long-tail organic traffic 60%. We needed a tool that told us which content the model was pulling from instead, not just that we were missing.
Director of content
Consumer publisher · 90 employees · Publisher
Source attribution at scale is what made the ROI conversation easy. When a citation lands on our domain, we can trace it to the page, the brief, and the editor who shipped it.
VP marketing
Enterprise B2B · 600 employees · Enterprise SaaS
Reference
01
GEO Rankings is an editorial review site for generative engine optimization tooling, tools that help brands earn citations inside Google AI Overviews, ChatGPT, Perplexity, Gemini, and other generative engines. We test continuously and update at least quarterly.
02
SEO targets ranked link position. GEO targets being cited inside the AI-generated answer. The same content can rank #1 on Google and never appear in an AI Overview for the same query. The two disciplines overlap but the work that wins citations is shaped differently than the work that wins ranks.
03
No. Editorial scoring. Some outbound vendor links are affiliate-tagged with rel="sponsored", but no commercial relationship influences placement or score. Methodology and disclosure on the methodology page.
Reviewed by
Ari Lieberman
Editor · 20 years in content & search marketing
Ari spent 14 years running a content marketing agency that worked with publishers, DTC brands, and B2B SaaS, before stepping back to focus on research in 2024. Twenty years in digital marketing, with a track record that goes back to the days when a Google PageRank update was front-page news. He has lectured part-time on digital media at Reichman University, contributed essays to the Content Marketing Institute, and now writes about generative engines full-time. Off-hours he plays jazz drums in a Tel Aviv quartet, runs his family's small olive press in the Galilee every September, and is teaching himself to repair short-wave radios. Methodology and affiliate disclosure are documented at /methodology.
