AI Visibility · Packages

Get named in the AI answers your customers are already reading. From £1,490, one-off.

Peer-reviewed research from KDD 2024 (the leading AI conference) shows that the right combination of changes can lift your citation rate by up to ~40% in some categories, with a reliable +5.5% best-in-class average. Each package below is one buyable step in that journey, with fixed scope, fixed price, and a clear deliverable list.

Buy one. Buy the sequence. Or get the matching package bundled inside one of our monthly engagements.

See the four packages → See what a delivery looks like →

£1,490
starting price
(T1 foundation, one-off)
~40%
upper-bound citation gain
(Aggarwal et al., KDD 2024, domain-dependent)
+5.5%
reliable average
(best-in-class combination, same paper)
6-8
weeks to first
measurable change

Three things you get with every package.

Fixed scope, named people, honest measurement. The three questions every owner asks before signing.

A clear deliverable list.

Every package names every artefact it ships. T1 publishes your llms.txt file. T2 publishes structured business data and submits your Wikidata entry. T3 rewrites your priority pages with a before/after scorecard. T4 ships a monthly visibility report and a quarterly strategy pack.

Named AI agents on the work.

Glint runs structural audits. Forge handles entity work. Quill writes optimised content. Pulse tracks continuous visibility. Knox does the quality check. You sign off on every output before it ships, so you stay in control of your brand at every step.

Honest measurement, every time.

Every gain estimate ships as a realistic range, never a single fabricated number. Every package declares what it won't guarantee alongside what it will. When something doesn't move, we say so.

The four packages.

T1 builds the foundation. T2 gets you recognised. T3 wins you the answers. T4 holds and grows your lead.

T1

Foundation

AI tools can finally read your site properly.

£1,490
one-off

What this delivers: AI tools and crawlers can read your business correctly. The starting point for every visibility gain that follows.

Timeline: 2 weeks Owned by: Glint · Knox Bundled at: Spark £499/mo+

What you receive

  • We publish an llms.txt file (the AI tools' equivalent of a sitemap) on your domain.
  • We audit your robots.txt and allow the 10 named AI crawlers (GPTBot, ClaudeBot, PerplexityBot, etc.) to read your site.
  • We audit how every page is structured (headings, paragraphs, sections) and fix anything that confuses AI tools.
  • We add structured FAQ data so AI tools can pull Q+A pairs cleanly from your site.
  • We run the real ChatGPT and Bing crawlers against your site to confirm they see what your visitors see.
  • You receive an audit report and a fix-list summary.

What you need to supply

  • Access to your CMS (or a clean HTML export of your site).
  • Permission to publish two files (llms.txt + an updated robots.txt) on your domain.

How we measure success

  • At least 85% of your pages pass the readability audit.
  • All 10 AI crawlers are confirmed allowed and reaching your site.
  • Your FAQ data validates clean in Google's structured-data tester.
Honest framing: T1 is the foundation. It's the prerequisite for every visibility gain. By itself it doesn't move your citation rate; it makes the next two tiers work properly.
T2

Entity recognition

Get your business recognised as a 'thing' the AI tools know.

£2,990
one-off

What this delivers: Your brand becomes a recognised entity that AI tools can cite with confidence. Competitors with Wikipedia pages or knowledge-panel cards already have this advantage; T2 closes that gap.

Timeline: 3 weeks Owned by: Forge · Knox Bundled at: Bloom £999/mo+

What you receive

  • We publish structured business data (Organization, Product, Service) on every relevant page so AI tools know who you are, what you sell, and what you do.
  • We connect your business to the major public registers: Wikidata, Google's Knowledge Graph, LinkedIn, Crunchbase, Companies House.
  • We add named-expert data (founder, key practitioners, areas of expertise) so AI tools can cite specific people from your team.
  • We submit a Wikidata entry for your business if you don't already have one.
  • We map your site's internal linking and fix the structure so AI tools follow a clear hub-and-spoke pattern.
  • You receive the published structured-data files, the Wikidata submission log, and a before/after internal-linking map.

What you need to supply

  • T1 already done (or equivalent machine-readable setup already in place).
  • A clear source of facts about your business: founding date, HQ, key people, products.
  • A Wikidata account (we'll set one up for you if you don't have one).

How we measure success

  • Your structured data validates clean in Google's structured-data tester.
  • Your business is connected to at least 5 high-authority public registers.
  • Your Wikidata entry is live, or a fully-sourced submission is pending review.
Honest framing: Wikidata is community-edited; reviewers can be slow or pedantic. We submit a fully-sourced entry; the community decides when it goes live. We don't promise a live Wikidata entry by week 3, but we promise a submission ready to publish.
T3

Content optimisation

The pages that should be winning AI answers — rewritten so they do.

£4,990
one-off

What this delivers: This is the tier where measurable visibility gains arrive. Peer-reviewed research (Aggarwal et al., KDD 2024) shows up to ~40% citation-rate gains in some categories from the combination of techniques we apply, with +5.5% as the reliable best-in-class average. Every rewritten page is re-tested at 2 and 4 weeks so you can see the actual lift.

Timeline: 4-6 weeks Owned by: Quill · Glint · Sage Bundled at: Thrive £1,499/mo+

What you receive

  • We identify the top 20 questions your customers actually ask AI tools in your category (the real questions, not search keywords).
  • We score where you currently rank on each one across all 5 AI tools so you have a clear baseline.
  • We rewrite your top priority pages adding statistics, expert quotations, sourced claims, and clear language (the technique with the strongest research support).
  • We restructure the same pages so AI tools can lift clean chunks: clear headings, one question per section, paragraphs that stand alone.
  • We re-test at 2 weeks and 4 weeks so you can see the lift land.
  • You receive the rewritten pages (delivered to your CMS), a before/after scorecard, and a realistic visibility-lift range for each page.

What you need to supply

  • T1 complete.
  • T2 complete or running in parallel.
  • Permission to edit your CMS, or a publishing workflow we can hand the rewrites into.
  • The names of your 3-5 main competitors so we can score you against them.

How we measure success

  • At least 60% of the rewritten pages show a measurable visibility gain at 4 weeks.
  • Honest reporting on the other 40%: published before/after numbers and the reasons, never cherry-picked.
  • Every gain estimate ships as a realistic range, never a single fabricated number.
Honest framing: Aggarwal et al. report up-to-~40% gains as the upper bound; the +5.5% best-in-class average is the more reliable headline. We promise the intervention shipping on time and the measurement being honest. The actual gain depends on your category, your starting position, and how completely the rewrites get implemented.
T4

Continuous ops

Hold the visibility you've won as AI tools change underneath you.

£1,990
per month

What this delivers: AI tools update their training data and answer patterns constantly. T4 keeps your visibility growing month-over-month, catches drops fast, and quantifies the share of your growth that's coming from AI-search specifically so you can see the ROI clearly.

Timeline: ongoing Owned by: Pulse · Quill · Glint Bundled at: Apex £2,499/mo+

What you receive

  • We re-run your full visibility scorecard every month across all 20 questions and all 5 AI tools.
  • We refresh your question list quarterly as new patterns emerge in your category.
  • If any priority page loses visibility this month, we re-edit it next month.
  • Monthly competitor leaderboard so you can see how the field is moving.
  • Quarterly contribution attribution: a realistic estimate of how much of your overall growth is coming from AI-search visibility versus other channels (with the honest range, not a single number).
  • You receive a monthly visibility report and a quarterly strategy pack.

What you need to supply

  • T1 and T3 done (T2 strongly recommended).
  • Read access to your analytics (Google Analytics, Search Console) so we can compute attribution.
  • Ongoing permission to edit pages where regressions need fixing.

How we measure success

  • At least 75% of priority pages hold or grow their visibility month-over-month.
  • Quarterly attribution reports ship with a realistic confidence range, never a single fabricated number.
  • No stale findings older than 60 days; everything we surface is current.
Honest framing: AI tools change their answer behaviour without notice. T4 is a maintenance retainer that catches and corrects drift fast; it's not a promise that month-3 visibility always beats month-2. When something doesn't move, we say so.

Questions you'd ask before signing.

Answers in plain English.

How much can I realistically expect to gain?

Peer-reviewed research from Aggarwal et al. (KDD 2024) reports up to ~40% citation-rate gains in some categories from the combination of techniques in T3, with +5.5% as the reliable best-in-class average across categories. Your actual gain depends on where you start, how competitive your category is, and how thoroughly the changes get implemented. T1 and T2 are foundation work that make T3 effective. T4 holds and grows what T3 delivers.

Can I buy a single package without a monthly engagement?

Yes. T1, T2, T3, and T4 are all standalone purchases. If you later sign up for Spark, Bloom, Thrive or Apex (our monthly engagements), the matching-tier visibility scope is included and we'll credit your standalone fee against your first month.

What's the difference between T3 and ordinary SEO content writing?

T3 starts from the real questions your customers ask AI tools (which are usually phrased very differently from search keywords). It scores where you sit before we start, applies the specific combination of techniques that peer-reviewed research has shown actually moves AI-answer citation rates, and re-measures at 2 and 4 weeks so you can see the lift. SEO content writing optimises for Google's blue links; T3 optimises for ChatGPT, Perplexity, and Gemini answers.

Why is T4 cheaper than T3 if it's ongoing?

T3 is a one-off rebuild of your top priority pages, heavy lift up front. T4 is maintenance and regression: re-testing, catching drops, and quarterly attribution work. Stack T4 over six months and it equals T3's one-off fee. The combined investment usually starts paying for itself around month 5.

Do you guarantee specific visibility numbers?

No, and we'd be lying if we did. AI tools are non-deterministic, which means the same question can produce slightly different answers from one minute to the next. What we guarantee is the intervention shipping on time, every citation being correct, and every gain estimate carrying a realistic range. When something doesn't move, we report that honestly too.

Who actually does the work?

Named AI agents from our Studio Crew, all of whom you'll meet. T1 = Glint (structural audit) + Knox (quality check). T2 = Forge (entity work) + Knox. T3 = Quill (content rewrites) + Glint + Sage (strategy). T4 = Pulse (continuous measurement) + Quill + Glint. You sign off on every output before it ships.

Ready to start?

Tell us your business and which package you're thinking about. We'll come back with a fixed quote and a project plan inside two working days. If T1 makes more sense first (even if you asked for T3), we'll say so.

Request a quote → See a sample report first →