Backlink Services And AI Models: Which Ones Draft Linkable Pages, With Real GoldieBench Scores

Backlink services run on content, and AI models now draft much of it: the linkable guide, the outreach email, the placement report.

Which model you hand those drafts to changes how much editing comes after.

GoldieBench does not test link building, so this page uses the closest thing it does measure, one-shot web page builds, and reads every score off live goldiebench.com pages on 11 November 2026.

If you want people placing the links rather than models, book a free strategy session with Julian's team.

What The Bench Measures, And What It Does Not

The GoldieBench methodology says every model gets the same fixed prompt, one shot, and the result must be a single self-contained HTML file.

Every score is Julian's own 0 to 10 number, and the leaderboard ranks models by their average across the tasks they were scored on.

There is no task for prospecting, outreach tone or link quality.

The Pages category is the useful one here, because a linkable asset is usually a web page.

The Link Work Behind A Backlink Service

Most backlink services break down into the same jobs.

• Linkable assets: guides, tools and data pages worth citing.
• Outreach: research and personalised emails to editors.
• Digital PR: story angles and pitches to journalists.
• Reporting: sheets and dashboards of live links.

Models help most with the first and last jobs, because those produce files the bench can judge.

Outreach and PR still need a person, partly because Google's spam policies list automated link creation as link spam.

Overall Leaderboard Scores For The Shortlist

These averages come from the GoldieBench leaderboard and the models page.

Fusion leads the whole board at 8.59, but it is a multi-model panel, so it is left out of this single-model shortlist.

Per-Task Scores On The Three Page Builds

Each model page lists its score for the three Pages tasks.

GLM-5.2 posts the top Landing Page score in this group at 9.0.

Claude Opus 5 and MiMo-V2.6 Pro share the top Webos Page score at 8.7.

GPT-5.6 Sol is the most even across all three, never below 8.3.

Matching Models To Link-Building Jobs

Here is a starting split, based only on the scores above.

Outreach emails are not on the bench, so test two models on the same prospect and keep the one you edit least.

A Small-Business Example, Step By Step

A local bike repair shop wants links from cycling clubs and the town's tourism site.

1. Ask GLM-5.2 or GPT-5.6 Sol to build a one-page guide to the area's safest family cycle routes.
2. Check every route and fact yourself, then publish it on the shop's site.
3. Use any model to list local cycling clubs, schools and tourism pages that list routes.
4. Write and send short emails yourself offering the guide to their readers.
5. If the tourism site charges for a listing, make sure the link carries rel="sponsored".

The model saves hours on the asset, and the links come from people deciding it helps.

Run the same steps for a dental practice, a dog walker or an accountant: one genuinely useful page, a short local prospect list, and emails a person sends.

The page is where model choice matters, because a clean, fast, accurate guide is easier for editors to say yes to.

Reading Page Scores With Care

A one-shot score shows how well a model ships a working page from a single prompt.

It says nothing about whether the facts in that page are right, so every claim in a linkable guide still needs a human check.

The gaps between models on the Pages tasks are also narrow, mostly between 7.5 and 9.0 in this group.

The overall average is the better signal for longer, multi-step jobs, where Claude Opus 5 at 8.27 leads the single models shown here.

Test Models On Your Own Outreach

Because outreach is not benchmarked, run a small test of your own.

1. Pick three real prospects and one page you want them to cite.
2. Give two models the same prompt and the prospect's latest article.
3. Count how many lines you had to rewrite in each draft.
4. Keep the model with fewer rewrites, and repeat the test every few months as new models land.

Prompt packs such as the AI SEO prompts linked below make the test quicker to set up, and the AI Profit Boardroom walks through it on live calls.

The Policy Line Models Cannot Judge For You

Google says paid links are fine when they use rel="sponsored" or rel="nofollow", and its outbound link guide prefers sponsored.

Bing's Webmaster Guidelines name link buying and private networks as link schemes.

A model can draft a pitch, but it cannot tell you whether a site owner expects payment, so check that before anything goes live.

Google's hiring guide also says nobody can guarantee a #1 ranking, which applies to models and agencies alike.

Where The Human Team Comes In

Outreach and digital PR are relationship work, which no benchmark covers.

Goldie Agency, Julian Goldie's SEO and link building agency, describes its approach as "Manual outreach, no PBNs".

Its homepage sets out five stages: find relevant sites, pitch editors by hand, write a piece tailored to each publisher, review each placement, then report every live link.

Julian reports over a thousand campaigns on his own about page, and he shares his model tests with 425K+ YouTube subscribers.

For the agency comparison, see picking a link building agency.

To learn the AI side yourself, the AI Profit Boardroom covers it step by step.

Prefer to pick a time now? Book a free SEO strategy session in the calendar.

Free extras: the 200+ AI SEO Prompts and the free link building book.

Also On Our Network

• Agent Operatorsthe seven-step process an operator runs before any backlink goes live
• AI Income Deskwhether backlink services are worth it for a small business, with real examples
• AI Tool Verdicttwo scorecards rating link builders and every type of link service
• agentos.guidefive draft-only Agent OS prompts that do the groundwork for link building

Let the best-scoring models draft your assets, keep people on the outreach, and book a free strategy session when you want a team running your backlink services.