⭐ Get the Agent OS + join 3,400+ founders inside the AI Profit Boardroom → Join AIPB

GoldieBench Blog · 6 min read

Grok Bot For SEO: Which AI Models To Pair With It, Using Real GoldieBench Page-Build Scores

Grok Bot handles the SEO research, checks and reports; GoldieBench's Pages tasks show which models build the pages a brief calls for.

Illustrated leaderboard of glowing bars beside a web page wireframe and a magnifying glass on a dark navy background with gold accents

Grok Bot for SEO doesn't let you choose a model at all, so the useful model question is which models to pair with it for the SEO work it hands off, such as building the page a brief describes.

The Grok Bot FAQ says there is no model picker, and xAI doesn't say which model handles a given task.

No docs.x.ai page mentions SEO either, so the SEO jobs below are our own mapping of documented Grok Bot features.

Every score on this page I read myself on live GoldieBench pages on 5 November 2026, and each one names its page.

Want the pairing worked out for your site? Book a free SEO strategy session with my team.

Why the model choice sits outside Grok Bot

Grok Bot routes each task itself, so you can't point it at Grok, Claude or anything else.

What you control is the work around it: the cloud computer it shares across all your Bots, the apps it connects to, and the approvals it must ask for.

So for SEO, Grok Bot does the research, the site checks, the keyword sheets and the reports.

When a brief turns into a page build in your own tools, that's where a model choice comes in, and that's what GoldieBench can inform.

What GoldieBench measures, and what it doesn't

The GoldieBench leaderboard gives every model the same prompt, one shot, single HTML file out, scored 0 to 10.

On 5 November its home page showed 1310 live demos, 50 tasks and 33 models.

It has no SEO task: nothing scores keyword research, audits, briefs or search visibility.

Its closest category is Pages, which the home page lists with 3 tasks: Landing, Webos and Aipbpromo.

So read every number here as page-building quality, not SEO skill.

A page that scores 9.0 can still miss the search intent, the local details or the facts a customer needs.

That part stays with the brief Grok Bot prepares and the person who edits it.

The scores help with one narrower call: which model is likely to turn an approved brief into a clean, working page on the first attempt.

The Landing task: the closest match to a service page

The Landing task page asks for a modern marketing landing page in one shot.

It lists 26 models tested, 21 scored, an average of 8.11 out of 10, and Fugu Ultra as the winner.

ModelLanding scorePage I read
Fugu Ultra9.0/10, winnerLanding task page
Fusion9.0/10, winnerLanding task page
GLM-5.29.0/10, tie at the topLanding task page
Grok9.0/10Landing task page
GPT-5.6 Sol8.7/10Landing task page
Gemini 3.6 Flash8.6/10Landing task page
Claude Fable 57.2/10Landing task page

For a local plumber, that's the task nearest to building a new boiler-repair service page from an approved brief.

Several models tie at the top, so pick on the other two Pages tasks and on what you already have access to.

Webos and Aipbpromo: the other two Pages tasks

The Webos task page asks for a working desktop with windows, a dock and small apps.

It shows 26 tested, 21 scored, an average of 7.98, with Fusion as the winner.

On that page Fusion and Grok both score 9.0, GPT-5.6 Sol 8.4, Gemini 3.6 Flash 8.0 and Fugu Ultra 7.0.

The Aipbpromo task page asks for a motion-graphics style promo page, with 26 tested, 20 scored and an average of 7.48.

Qwen 3.8 wins it, GPT-5.6 Sol scores 8.3, Gemini 3.6 Flash 7.8, Fusion 7.5 and Grok 7.0.

Interactive report pages are closer to Webos; animated promo pages are closer to Aipbpromo.

Grok on the leaderboard: 8.09 average

The Grok model page shows an 8.09 average over 47 tasks tested, 5 gold, 1 silver and 1 bronze medals, and a 256,000-token context window.

Its best-for line is workflows that need live X context.

That's the Grok chat model, not Grok Bot, and nothing on xAI's side says Grok Bot runs on it.

Two of Grok's gold medals, Landing and Webos, are Pages tasks, while Aipbpromo is one of its lower scores at 7.0.

A conflict to know about on the Grok pages

The leaderboard home page ranks Grok #7, while the Grok deep dive says #8 of 26 ranked frontier models.

The Grok model page also lists, under trade-offs, that its demos have no curated verdicts and that it is unranked, while the same page shows 43 scored tasks.

I quote the 8.09 average because it matches on all three pages, and treat the rank as #7 or #8 depending on which page you read.

The rest of the top of the board

Rank on the home pageModelAverageBest at
#1Fusion8.59Games
#2Claude Opus 58.27Sims
#3Hermes MoA8.17Visuals
#4GPT-5.6 Sol8.16Pages
#7Grok8.09Games
#13Claude Opus 5.57.57Sims

GPT-5.6 Sol is the only top-four model the home page tags as best at Pages, and it scores 8.7, 8.4 and 8.3 across the three Pages tasks.

That consistency matters more for page builds than a single gold medal.

Three SEO jobs and the model I'd pair

A plumber's service page. Grok Bot researches the query in its browser and writes the brief as a Google Doc with source links, per the files and results docs. The owner edits it. A Landing top scorer builds the page draft, and publishing waits behind an Ask first rule.

A shop's category page. Grok Bot logs thin product descriptions into a Google Sheet. The owner picks the products. A consistent Pages scorer such as GPT-5.6 Sol drafts the layout, and a person checks the copy against the product data.

An agency's client report. Here no pairing is needed: Grok Bot builds the report as a Page with tables and charts and refreshes it from a routine, as the files and results docs describe. The account manager checks it against the source before it goes to the client.

Keep the SEO Bot's guardrails model-proof

Whichever model writes the page, the approvals docs list publishing content and production changes among the actions to keep behind explicit boundaries.

Set an Ask first rule for any page edit, and the approval card appears whatever the backend model.

Routines refresh the reports on a schedule, as covered in the skills and routines docs, and the Grok Bot changelog records the GitHub connector reading repos and pull request comments.

On The X Subscription, Premium, Super and Ultra include Grok Bot, and Plus doesn't, per the X Subscription page.

Where a self-hosted agent changes the picture

With an open-source agent you can pick the model yourself, which is the angle in our Hermes Agent for SEO breakdown.

With Grok Bot you can't, so the scores only guide the work you route elsewhere.

Members of the AI Profit Boardroom compare both routes on the weekly calls.

Also On Our Network

Use the Landing and Webos scores to pick your page-build model, keep publishing behind approval, and book a free strategy session if you want help pairing models with grok bot for SEO.

FAQ

Which model does Grok Bot use for SEO tasks?

xAI doesn't say. The Grok Bot FAQ says there is no model picker, so you can't choose one inside Grok Bot.

Does GoldieBench test SEO?

No. It scores one-shot HTML builds. Its Pages category (Landing, Webos and Aipbpromo) is the closest match to building SEO pages.

Which models top the GoldieBench Landing task?

Fugu Ultra, Fusion, GLM-5.2 and Grok all score 9.0 on the Landing task page, read on 5 November 2026, with GPT-5.6 Sol at 8.7.

What rank is Grok on GoldieBench?

The home leaderboard shows #7 with an 8.09 average; the Grok deep dive says #8 of 26 ranked models. Both show the same 8.09 average.

Is the Grok model on GoldieBench the same as Grok Bot?

No. GoldieBench scores the Grok chat model. Grok Bot is xAI's agent app, and xAI doesn't say which model it runs.

The same stack Julian uses

Run this stack yourself.

Every demo on this bench was built inside the Agent Operating System — one prompt, one shot, single HTML file out. The Agent OS, the prompts, the templates, the weekly walkthroughs and 3,400+ founders shipping with it every day all live inside the AI Profit Boardroom.

3,400+founders
258documented wins
38countries
4coaching calls a week