All agencies · AI Search Optimization

iPullRank review

Conditional for AI Search Optimization

Worth a conversation about AI Search Optimization once the caveats below are settled.

The most technically specific AI-search specialist in the set, with a published $15k/month anchor - held back by unattributed headline numbers and no independent review base.

Pricing: from $15,000 per month Published by the agency
AI Search Strategy programme is published at 'starting at $15,000/month' source ↗

Score 3.46/5Confidence: mediumLast evaluated 2026-09-01Website
32 visitsAll visits recorded since 2026-08-20. People only: 62 crawler and tooling requests over the same period are counted separately and are not included here.

How it scored

Every dimension is scored against this discipline’s published rubric. Open one to see the claim it was scored on, what the rubric measures there and how much it weighs, and where the evidence came from.

How we scored this

We read the agency’s public record first-hand — its site, pricing, case studies and independent reviews — and score what is checkable: what is published, not how it is phrased. There is no keyword counting or sentiment scoring. The label is a judgment on those facts, which is why each dimension shows the fact that decided it, the band it was judged against, and the sources — so you can check the call, and tell us if you think it is wrong. The full method, and who pays, is on how we vet.

Method specificity and technical substanceExcellent

Excellent — 5 of 5 on this rubric’s scale, from Poor (1) to Excellent (5). This dimension carries 23% of the total score.

Benchmark — across the 17 other agencies evaluated in this discipline, this dimension runs Strong 9 · Adequate 7 · Weak 1. The typical agency here scores Strong, and none scores higher than this one.

What this dimension measures: What the firm actually does, described concretely enough to evaluate: content restructuring for extractability, entity and knowledge-graph work, schema, source and citation-footprint building, presence on the corpora assistants actually draw from, llms.txt and crawler access. Be sceptical of anything indistinguishable from ordinary SEO sold at a premium under a new name: if the described method is only 'good content and schema', say so plainly in the verdict rather than crediting the label.

Scores high — Named, specific techniques tied to how retrieval works score 4-5.

Scores low — 'We optimise for AI' with no described mechanism scores 1-2.

What we found — Describes the mechanism concretely rather than by outcome: query fan-out, passage retrieval, embeddings and synthesis, under a named 'relevance engineering' practice. Programme deliverables are itemised - keyword portfolio, omnimedia content audit and plan, AI search measurement plan. This is the most specific method statement in the category. That is the high band above, which is why it scored Excellent.

On the record — “Method is described mechanically - query fan-out, passage retrieval, embeddings, synthesis” ipullrank.com ↗

deliverability — deliverability: whether cold email actually lands in the inbox rather than spam. The tell is infrastructure talk — warmed sending domains kept separate from your main domain — because a burned domain outlasts the engagement.

Evidence: verified — checked against a named source you can open; the links under Sources below are where to check it yourself.

Measurement honestyAdequate

Adequate — 3 of 5 on this rubric’s scale, from Poor (1) to Excellent (5). This dimension carries 19% of the total score.

Benchmark — across the 17 other agencies evaluated in this discipline, this dimension runs Excellent 1 · Strong 6 · Adequate 9 · Weak 1. The typical agency here scores Adequate, and 7 of them score higher than this one.

What this dimension measures: How the firm proposes to prove anything, in a setting where outputs are non-deterministic and vary by user, session and region. Look for a described tracking approach with its limits acknowledged: prompt sets, sampling frequency, variance handling, and how a citation is attributed.

Scores high — A stated method that names non-determinism as a limit scores 4-5.

Scores low — Vague 'we track your AI visibility' scores 2-3. A firm presenting single-prompt screenshots as measurement scores 1-2 — one answer on one day is an anecdote, and treating it as a metric is the characteristic error of this category.

What we found — An AI Search Measurement Plan is a named deliverable and the programme is positioned on measuring influence on demand and pipeline. But the method itself is not published - no prompt sets, sampling frequency, variance handling, or acknowledgement that assistant outputs are non-deterministic. That is between the two bands, which is why it scored Adequate.

On the record — “AI Search Strategy programme is published at 'starting at $15,000/month'” ipullrank.com ↗

deliverability — deliverability: whether cold email actually lands in the inbox rather than spam. The tell is infrastructure talk — warmed sending domains kept separate from your main domain — because a burned domain outlasts the engagement.

pipeline — the dollar value of open, qualified deals sales is working. “Pipeline created” ties marketing to money, where lead counts don’t.

Evidence: verified — checked against a named source you can open; the links under Sources below are where to check it yourself.

Claim disciplineAdequate

Adequate — 3 of 5 on this rubric’s scale, from Poor (1) to Excellent (5). This dimension carries 19% of the total score.

Benchmark — across the 17 other agencies evaluated in this discipline, this dimension runs Strong 5 · Adequate 8 · Weak 4. The typical agency here scores Adequate, and 5 of them score higher than this one.

What this dimension measures: Weighted unusually high because this category's defining risk is overclaim, not opacity. No vendor controls what an assistant says. Also flag results claims presented without the prompt set or timeframe that produced them, and any implication that the firm has privileged access to a model's ranking.

Scores high — A firm that states plainly what it cannot guarantee scores 4-5.

Scores low — Guaranteed rankings, guaranteed citations, guaranteed 'first result in ChatGPT', or claimed partnerships with model providers score 1-2 and must be named in red_flags.

What we found — No guaranteed rankings, guaranteed citations or claimed model-provider access - the failure modes this dimension exists to catch. Deducted because the headline results carry no timeframe and no attribution: $2.4bn incremental revenue for 'one of the world's biggest banks', $290m for 'a global eCommerce marketplace'. That is between the two bands, which is why it scored Adequate.

attribution — working out which marketing touch actually caused a sale. Good practice names its model and its blind spots; bad practice quotes each ad platform’s self-graded numbers, which overlap and overclaim.

Evidence: verified — checked against a named source you can open; the links under Sources below are where to check it yourself.

Evidence of work and named clientsAdequate

Adequate — 3 of 5 on this rubric’s scale, from Poor (1) to Excellent (5). This dimension carries 14% of the total score.

Benchmark — across the 17 other agencies evaluated in this discipline, this dimension runs Strong 10 · Adequate 7. The typical agency here scores Strong, and 10 of them score higher than this one.

What this dimension measures: Attributable client work. Be lenient on volume and strict on attribution: this category is young enough that a short roster is expected, but a long roster of unnamed logos is not evidence. Where a firm's OWN brand is demonstrably visible in AI answers, note it as a real if partial signal — it is at least a claim about themselves they cannot make privately.

Scores low — Named clients with described engagements score 4-5; anonymised or absent scores 2-3.

What we found — American Express appears as a titled, named testimonial, and a financial-services case study is published. The large revenue claims are attached to anonymised clients.

attribution — working out which marketing touch actually caused a sale. Good practice names its model and its blind spots; bad practice quotes each ad platform’s self-graded numbers, which overlap and overclaim.

Evidence: verified — checked against a named source you can open; the links under Sources below are where to check it yourself.

Scope and pricing transparencyStrong

Strong — 4 of 5 on this rubric’s scale, from Poor (1) to Excellent (5). This dimension carries 10% of the total score.

Benchmark — across the 17 other agencies evaluated in this discipline, this dimension runs Excellent 3 · Strong 4 · Adequate 3 · Weak 7. The typical agency here scores Adequate, and 3 of them score higher than this one.

What this dimension measures: Note contract length: long lock-ins are hard to justify in a category this young, where nobody can evidence a twelve-month outcome yet, and a firm offering short or month-to-month terms should be credited for it.

Scores low — Published prices, ranges or defined packages score 4-5; ranges on request score 2-3; bespoke-only scores 1-2.

What we found — AI Search Strategy is published at 'starting at $15,000/month' on the programme page - a real anchor in a category that is almost entirely bespoke-only. Supersedes the $50,000 minimum recorded in July; contract length is still not published.

On the record — “AI Search Strategy programme is published at 'starting at $15,000/month'” ipullrank.com ↗

Evidence: verified — checked against a named source you can open; the links under Sources below are where to check it yourself.

Durability and adaptationAdequate

Adequate — 3 of 5 on this rubric’s scale, from Poor (1) to Excellent (5). This dimension carries 5% of the total score.

Benchmark — across the 17 other agencies evaluated in this discipline, this dimension runs Strong 7 · Adequate 10. The typical agency here scores Adequate, and 7 of them score higher than this one.

What this dimension measures: Whether the firm acknowledges that the surfaces move, and describes how it adapts: monitoring for model and interface changes, revisiting method, published research or original testing.

Scores high — Evidence of ongoing testing and updated method scores 4-5.

Scores low — A static playbook presented as settled practice scores 2, since nothing in this category has been stable long enough to be settled.

What we found — The method implies the surfaces move, but no monitoring or adaptation process is described on the pages read. That is between the two bands, which is why it scored Adequate.

Evidence: inferred — our reading of indirect evidence, not a documented fact.

References and review baseWeak

Weak — 2 of 5 on this rubric’s scale, from Poor (1) to Excellent (5). This dimension carries 10% of the total score.

Benchmark — across the 17 other agencies evaluated in this discipline, this dimension runs Excellent 2 · Strong 6 · Adequate 6 · Weak 3. The typical agency here scores Adequate, and 14 of them score higher than this one.

What this dimension measures: Independent, verified reviews. Low weight and low expectations: most firms here are under two years old, so an absent review base is a fact about the category's age rather than a finding about the vendor.

Scores low — A substantial verified base scores 4-5; a handful scores 2-3; none located scores 2.

What we found — A Clutch profile for iPullRank exists and was read first-hand: it carries 0 client reviews and a 0.0 overall rating, and lists a $50,000+ minimum project size. Zero reviews scores the same as no profile by rule, so the label is unchanged - but the profile is there, and this record previously said it was not. No G2 seller page could be read: clutch.co and g2.com both answer 403 to a plain request and were reached through a different instrument, so the G2 position is inconclusive rather than absent. Evidence of client satisfaction on iPullRank's own site is testimonials it publishes itself.

On the record — “The Clutch profile carries 0 client reviews and a 0.0 overall rating, and states a minimum project size of '$50,000+'.” clutch.co ↗

Evidence: verified — checked against a named source you can open; the links under Sources below are where to check it yourself.

Stronger here: Intero Digital scores Excellent on the same dimension.

Verdict

iPullRank describes what it actually does at a level almost nobody in this category matches - query fan-out, passage retrieval, embeddings and synthesis, rather than a promise to 'get you into ChatGPT'. It publishes a starting price, which is rare here, and it avoids the guarantees that define the category's worst behaviour. Two things hold it back: the headline revenue figures are attached to anonymised clients with no timeframe, and there is no independent review base to corroborate any of it.

What you can do next

Koolav can make the introduction and handle the back-and-forth, or you can go straight to the agency.

Visit their website

This agency has not published a paid trial. What a paid trial is.

What we verified

Each claim below was checked against a named source, last on 2026-09-01. Follow any of them and check for yourself — that is the point of publishing them.

What other platforms say

Clutch {'score': 0.0, 'count': 0}

Technical content is unusually credible; independent client validation is absent. The Clutch profile was read first-hand and carries zero client reviews at a 0.0 rating with a $50,000+ stated minimum. G2 could not be read and is inconclusive, not established as absent.

These are other platforms' numbers, not ours. We report them because they are part of the picture, and we do not average them into our score — our score comes from the published rubric above.

Red flags

What we could not verify

Sources

Others we evaluated in AI Search Optimization

Same rubric, same evaluator, same date range — so these are directly comparable to the verdict above.

See all 18 AI Search Optimization agencies we evaluated →

Think this is wrong?

If anything on this page is wrong or out of date, send us the correction and we will re-read the site.

Evidence moves a verdict. Money never does — no agency pays us for a listing, a placement, or a re-review. Whatever we conclude we publish, including that the verdict stands.