- AI VISIBILITY · MEASUREMENT · MONITORING
AI Visibility Services in Hertfordshire.
Find out exactly how your brand shows up in ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews — then make it stronger. Tracking, share of voice, sentiment, and the strategy to improve all four.
▸ Hertfordshire-Based · Founded 2007 · Free AI Visibility Tool · 15+ Years
AI platforms tracked
Visibility metrics measured
Free AI visibility check turnaround
AI traffic conversion vs Google organic
YOUR HERTFORDSHIRE AI VISIBILITY AGENCY
You can't fix what you can't measure.
AI visibility is the practice of measuring, monitoring, and improving how your brand appears in AI-generated answers across ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews, and other large language models. It treats AI search as a measurable acquisition channel — with metrics, share of voice, competitor benchmarking, and sentiment tracking — instead of a black box.
Most Hertfordshire businesses don’t know whether AI engines mention them at all. Some assume they’re invisible. Others assume they’re cited often. Both are usually wrong. 33% of UK adults now use large language models to find recommendations (Alan Turing Institute, March 2025), and 21.1 million UK adults use ChatGPT every month (IAB UK). Your buyers are asking AI about your category right now — the only question is whether your brand is in the answer.
Cranberry Marketing’s AI visibility services give you the answer. We track your brand across 10+ AI platforms, measure five core metrics monthly, identify the prompts where competitors are winning, and build a strategy to close the gap. Start with our free AI Visibility Tool — it tells you exactly where you stand in 60 seconds.
AI visibility sits in our Visibility pillar. Traditional SEO measures rankings. AI visibility measures presence in the answers that increasingly replace those rankings.
- Content Extraction Demo
What is AI content strategy?
AI content strategy is the practice of researching, planning, and writing content so AI engines extract and cite it.
- EXTRACTED BY AI
— cited from cranberrymktg.co.uk
WHAT WE MEASURE
Five visibility metrics. One clear picture.
Brand Mention Rate
Citation Rate
Share of Voice
Sentiment Score
Citation Position
Free AI Visibility Tool
Want a snapshot before you commit? Run our free AI visibility check — no contact details required to start. Branded report with all five metrics, in 60 seconds.
PLATFORM-BY-PLATFORM
Five AI search engines. Five different optimisation strategies.
ChatGPT
800M+ weekly users · Citation source
15.9% conversion rate vs Google's 1.76% — Seer Interactive
Perplexity
22M+ users · Real-time citations
10.5% conversion rate · Citations refresh hourly
Claude
Anthropic · Long-context AI
2-7 domains cited per response — be one of them
Gemini & AI Mode
Google · 9 domains cited per query
UK launched 2025 · BBC Radio 5 / Radio 4 coverage
Google AI Overviews
Above the fold on Google
86% semantic similarity to AI Mode answers
Copilot & Others
Bonus coverage
+ emerging platforms as the AI search market expands
TOOLS vs SERVICES
Why a SaaS tool alone isn't enough.
| What You Get | Self-Serve SaaS Tool | Cranberry AI Visibility Services |
|---|---|---|
| Daily tracking | Yes — automated | Yes — automated + manually validated |
| Visibility metrics | Score · share of voice · sentiment | All five metrics + custom KPIs |
| Prompt research | AI-suggested prompts | Manually researched + validated by senior strategists |
| Competitor benchmarking | You configure it | We identify and configure |
| Action recommendations | Generic suggestions | Tailored, prioritised by impact, executed by us |
| Content & outreach execution | You do it yourself | Done by Cranberry team |
| Multilingual support | English mostly | English, Arabic, Urdu native |
| Strategic interpretation | Dashboards only | Monthly reviews with senior strategist |
| Best for | In-house teams who'll execute themselves | Businesses who want results, not dashboards |
| Typical cost | £59–£499/month tool fee | From £1,500/month managed service |
The honest take: If you have a senior in-house marketer who knows AI search, a SaaS tool is enough. If you don't — or if you'd rather have someone running the strategy while you focus on your business — Cranberry runs the tracking, interprets the data, and executes the work to improve it. Many clients use both: a tool for raw data, Cranberry for what to do with it.
WHERE AI VISIBILITY FITS
AI visibility is the measurement layer of the Visibility pillar.
1. Clarity
FOUNDATION
YOU ARE HERE
2. Visibility
MEASURE THEN IMPROVE
You can’t fix what you can’t measure. AI visibility is the measurement layer that tells you exactly where you stand — across Google, ChatGPT, Perplexity, Claude, Gemini, and AI Overviews.
3. Growth
CONVERT
WHY CRANBERRY FOR AI VISIBILITY
What sets us apart from a SaaS tracking tool.
01
Free AI Visibility Tool — no contact required to start.
Most AI visibility services hide their tool behind a sales gate. Cranberry’s free AI Visibility Check lets you run a complete check in 60 seconds — branded report into your inbox, no sales call required. Run yours now → The fastest way to find out where you actually stand.
02
Tracking + execution, in one place.
03
Founder-led monitoring.
AI search behaviour shifts weekly. You need a senior eye on the data. Founder Faraz Khan and our senior team review tracking dashboards directly — not junior account managers.
04
Multi-language tracking.
05
30-day rolling. 90-day guarantee.
AI visibility services on a 30-day rolling agreement. If we don’t deliver our 90-day plan in 90 days, we work free until we do. No long contracts.
CLIENT RESULTS
Real businesses. Real results.
LOCAL SEO + WEB DESIGN
Moroccan Garden
ILFORD, UK · SHISHA LOUNGE
Traffic uplift / 3 months
More users / year
Returning users
Read the full case study →
LOCAL SEO + CONTENT
Dunk Burgerz
LUTON, UK · HALAL SMASH BURGERS
Monthly Orders
"Smash Burgers Luton"
Organic Views
SEO + WEB DESIGN
Reveal Medical Centre
DUBAI · DENTAL & DERMATOLOGY
Competitive Terms
Sustained Rankings
Booking Enquiries
GET IN TOUCH
See how visible you are — right now.
Submit your Query:
OUR AI VISIBILITY PROCESS
Six steps from invisible to measured.
INDUSTRIES SERVED
Industries we know well.
If your industry isn’t listed, book a call — chances are we’ve worked with someone close to it.
TESTIMONIALS
What clients say about our AI visibility work.
OUR CLIENTS
Brands we measure visibility for.
FAQs
AI visibility questions our clients ask.
What is AI visibility?
AI visibility is how often, where, and how favourably your brand appears in answers generated by AI search engines like ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews. It is measured through five core metrics: brand mention rate, citation rate, share of voice versus competitors, sentiment score, and citation position. Where traditional SEO measures keyword rankings, AI visibility measures presence in the answers buyers increasingly receive instead of those rankings.
How do I measure my AI visibility right now?
The fastest way is to run our free AI Visibility Tool — it tests your brand against a curated set of prompts across ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews, then sends a branded report to your inbox in 60 seconds. No contact details required to start. For ongoing tracking with a custom prompt set and competitor benchmarking, our managed AI visibility services start from £1,500/month.
What's the difference between AI visibility and AI SEO?
AI visibility is the measurement layer — tracking, monitoring, and benchmarking your brand’s presence in AI answers. AI SEO (also called GEO or AEO) is the optimisation work that improves those metrics — entity optimisation, schema markup, content restructuring, digital PR, llms.txt configuration. Most clients use both: visibility services to know where they stand, AI SEO services to fix the gaps. Cranberry offers both in one team. See AI SEO services →
What metrics do you track for AI visibility?
Five core metrics: (1) brand mention rate — how often AI names your brand in responses; (2) citation rate — how often AI cites your website as a source; (3) share of voice — your visibility versus named competitors; (4) sentiment score — whether AI describes you positively, neutrally, or negatively (-100 to +100 scale); (5) citation position — when multiple sources are cited, are you first or fifth? All five are reported monthly with trend analysis.
Which AI platforms do you track?
How often is AI visibility tracking updated?
Can I just use a SaaS tool like OtterlyAI or Frase instead?
Yes — if you have a senior in-house marketer who knows AI search and will execute the work themselves. SaaS tools (OtterlyAI, Peec AI, Frase, SE Ranking, HubSpot AEO, AIclicks) provide solid tracking dashboards from £59-£499/month. The gap they leave is execution — they tell you the score but don’t fix it. Cranberry runs the tracking AND executes the content, schema, digital PR, and Reddit work to actually move the metrics. Many clients use both: a tool for raw data, Cranberry for what to do with it.
How much does an AI visibility service cost?
Cranberry’s managed AI visibility services start from £1,500/month. This includes 50-200 tracked prompts, 5-10 competitor benchmarking, daily monitoring across 10+ platforms, monthly strategy reviews with a senior strategist, and prioritised action recommendations. More extensive programmes (multi-region, multi-language, larger prompt sets, content execution) typically range £2,500-£5,000/month. Free AI Visibility Tool is £0 and gives you a baseline before any commitment.
How are AI visibility prompts chosen?
We research and configure them manually with your team. Prompts fall into four categories: (1) brand prompts — direct mentions of your business or product; (2) category prompts — your service + location (“best digital marketing agency in Hertfordshire”); (3) comparison prompts — your brand vs competitors; (4) buyer-journey prompts — questions your customers ask before purchase. Most clients track 50-200 prompts depending on category breadth.
Can you track AI visibility in different countries or languages?
Yes. We segment AI visibility by region (UK, US, KSA, UAE, Pakistan) and language (English, Arabic, Urdu native). AI search behaviours vary significantly by market — your share of voice in UK ChatGPT may be very different from KSA Arabic ChatGPT. Most UK AI visibility tools track English-only. We don’t.
What is "share of voice" in AI search?
Share of voice is your brand’s percentage of total competitive mentions across all tracked prompts. If 5 brands appear across your 100 prompts, and your brand appears in 32 of them, your share of voice is 32%. It is the most important competitive AI visibility metric — it tells you who’s winning the AI conversation in your category, not just whether you’re visible at all. We benchmark share of voice against your top 5-10 competitors monthly.
What is sentiment in AI visibility?
Sentiment measures how positively, neutrally, or negatively AI engines describe your brand when they mention it. Scored on a -100 to +100 scale. A brand can be highly visible but described negatively — that’s a reputation problem, not a visibility problem. We track sentiment across all five major platforms and alert you immediately if it shifts negatively, so you can address the underlying cause before it spreads.
How long until I see AI visibility improvements?
Branded prompt visibility (your business name) typically improves within 2-4 weeks. Category prompts (services + location) improve in 4-8 weeks. Broader recommendation prompts where you compete with major brands take 3-6 months to consistently feature. AI search referral traffic also converts at 9× the rate of Google organic (Seer Interactive), so even small visibility gains drive meaningful revenue quickly.
Is AI visibility tracking different from traditional SEO rank tracking?
Yes — fundamentally. Traditional rank tracking measures your position for specific keywords across Google’s indexed results. It’s a static, ordered list. AI visibility measures how often, how favourably, and in what context your brand appears inside conversational AI responses — which are dynamic, context-sensitive, and synthesised from multiple sources. Different tools, different metrics, different optimisation strategy. Many businesses now track both side-by-side.
What's the first step to working with Cranberry on AI visibility?
Run our free AI Visibility Tool first — it tells you exactly where you stand across all five major AI platforms, no contact required. If you’d like managed tracking with custom prompts, competitor benchmarking, and ongoing strategic interpretation, book a 30-minute discovery call with founder Faraz. We respond within 1 business day.
EXPLORE MORE
What pairs with AI visibility tracking.
Run an instant check of your current AI visibility across all five major platforms. 60 seconds. Branded report.
The structured data foundation AI engines need to extract facts about your business cleanly. A core visibility lever.
Traditional SEO foundations. Strong rankings on Google directly improve Google AI Overviews and AI Mode visibility.