HarperFlow AI Visibility Profile · SmallGiants

Two of three AI engines recommend SmallGiants — but not ChatGPT.

When a buyer asks ChatGPT, Perplexity or Gemini who to hire on Webflow, this is exactly what each engine says about SmallGiants — measured 2026-07-18, every figure recomputable from our public dataset.

United KingdomagencyWebflow premium partnersmallgiants.agency ↗
43/100Visibility Scoremeasured Jul 2026
2/3Engines recognise themdirect probe
0Buyer-study mentions150 answers
13/30Site readiness6 checks
What each engine says

Ask the three engines about SmallGiants

Perplexity
Knows them

SmallGiants is a London-based Webflow agency founded in 2019, specializing in brand-led growth and Webflow development.

Positioning it assigns: Engine describes SmallGiants as an award-winning digital marketing agency for early-stage B2B/Fintech/Tech companies, specializing in brand and web development.

8 sources cited · measured 2026-07-18
ChatGPT
Doesn't know them

Engine says it does not know them

no sources exposed by this engine · measured 2026-07-18
Gemini
Knows them

SmallGiants is a UK-based digital agency specializing in Webflow design and development, offering branding, strategy, and SEO services.

Positioning it assigns: Engine says it does not have specific information about SmallGiants and cannot state what they are known for.

no sources exposed by this engine · measured 2026-07-18
Scope. Direct-recognition probes, one per engine (sonar / gpt-4o-mini / gemini-2.5-flash), 2026-07-18. Engine claims are reported as stated and are not endorsements or verified facts; conflicts with the public record are flagged above. Report a correction.
"AI search hasn’t formed a view of SmallGiants yet. The six checks below are exactly what changes that."
Organic visibility

Do they come up when buyers ask?

Across 150 AI answers to 50 real Webflow buyer questions (July 16, 2026), SmallGiants was not mentioned once — like 95% of the 982 Webflow Experts we measure. AI hasn't formed a view of them yet; the checklist below is what that takes.

Method and full data: The Webflow Agency AI Visibility Index.

Site readiness

Is smallgiants.agency readable by AI?

AI crawlers can read the site
llms.txt presentAdd an llms.txt — a machine-readable summary of who you are and your best pages.
Structured data (JSON-LD)Add Organization + Service JSON-LD so engines can extract facts about you.
FAQ or data tables on the homepageAdd an FAQ block — the one trait our study found separates cited pages (p=0.004).
Title + meta description
sitemap.xml reachablePublish a sitemap.xml so crawlers can find every page.
What to do

The shortest path to visibility

Add an llms.txt — a machine-readable summary of who you are and your best pages.

Add Organization + Service JSON-LD so engines can extract facts about you.

Add an FAQ block — the one trait our study found separates cited pages (p=0.004).

Publish a sitemap.xml so crawlers can find every page.

Questions

Quick answers

Do AI engines recommend SmallGiants?

Not yet in our 50-question buyer study (July 2026) — but 2 of 3 engines recognise them when asked directly.

Which AI engines know SmallGiants?

Perplexity: yes; ChatGPT: no; Gemini: yes (direct recognition probe, 2026-07-18).

What is the HarperFlow AI Visibility Score?

A 0–100 measure combining direct engine recognition, mentions in our monthly buyer-question study, and on-site GEO readiness. The formula is published and every input is measured, dated, and recomputable.

Want the full picture?

The free HarperFlow GEO audit runs your buyers' actual questions through all three engines and shows exactly who they name instead of you.

Run the free audit →

HarperFlow AI Visibility Profile · measured 2026-07-18 · every figure recomputes from our released data · corrections: contact us · profile data refreshes with each monthly re-run.