---
title: AI Search Audit Service | B2B SaaS LLM Visibility - GrowUp
description: B2B SaaS AI search audit service testing ChatGPT, Perplexity, Claude, and Gemini visibility, benchmarked against competitors, prioritised by pipeline impact.
image: https://www.seo-growup.com/hubfs/Black%20G%20Logo-1.png
---
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# AI SEARCH VISIBILITY AUDIT SERVICES FOR B2B SAAS
Audit Your Entire AI Search Presence Through a Pipeline Lens.
Get a clear view of where your brand appears across major LLMs, which competitors are winning buyer attention, and where the biggest pipeline opportunities sit.
Request your audit
View investment plans
$4.7M
Content-influenced pipeline generated
38%
Reduction in customer acquisition cost
62%
Improvement in trial-to-paid conversion
 
## Our 3-Layer AI Visibility Audit Process Built to Get Your Product Recommended.
We analyse your AI search presence across the buying journey: mapping high-value buyer prompts, auditing recommendations and product accuracy across major LLMs, and prioritising the changes most likely to improve visibility, consideration, and closed-won revenue.
Layer 01 · Buyer Prompt Mapping
### AI prompt discovery & pipeline opportunity mapping
We identify the high-intent questions buyers ask when evaluating your category and building their shortlist. You'll see which prompts matter commercially, where they sit in the buying journey, and which ones represent the biggest pipeline opportunity.
Learn more →
Layer 02 · Visibility & Positioning
### LLM visibility & competitive positioning analysis
We test those priority prompts across ChatGPT, Perplexity, Claude, and Gemini to see when your brand appears, which competitors win instead, and what buyers are being told about your product. We also check whether the narrative AI spreads is accurate or working against you.
Learn more →
Layer 03 · Prioritised Roadmap
### AI citation gaps & recommendation roadmap
We turn what we find into a 90-day roadmap for improving your AI search presence. You’ll see which content, website, and authority changes to prioritise first, based on their potential to strengthen buyer consideration and contribute to pipeline and closwed-won revenue.
Learn more →
CASE STUDY
## How a Revenue-Focused Content Audit Helped Generate $4.7M in Influenced Pipeline
This UK-based B2B SaaS helps product teams plan OKRs, build roadmaps, and track execution through AI-powered reporting integrated with Jira and Slack.
I’ve been in growth roles for eight years, so I know when an agency’s just running through a template. This wasn’t that. GrowUp showed us how our organic performance, messaging clarity, and trial experience were all undermining each other. That clarity alone gave us the most actionable growth roadmap we’ve had in years.
Allyson, Founder
Context
Organic traffic was growing and content had been produced consistently for over a year, but the business wasn’t seeing the same growth in pipeline. Our audit found dozens of pages targeting the same keywords and cannibalizing each other’s rankings, weak coverage across high-intent searches, and a trial flow that wasn’t converting the demand being generated.
Our solution
We redirected over 40 redundant articles into three clean product hubs so Google knew exactly which pages to rank. To close the content gaps uncovered in the audit, we analysed Gong call recordings and CRM notes to identify the questions and objections holding deals back, then built head-to-head competitor comparison pages and ROI breakdowns to answer them upfront.
Key outcomes
178%
Increase in monthly demo signups (23 to 64/mo)
$4.7M
Content-influenced pipeline generated
62%
Improvement in trial-to-paid conversion (12% to 19%)
38%
Reduction in customer acquisition cost
[Read full case study](https://www.seo-growup.com/blog/ai-pm-platform-case-study?hsLang=en)
PRICING
## Investment Options and Packages
Expert AI search audits and hands-on execution for B2B SaaS growth.
MOST POPULAR
### Audit + Quick Wins Execution
£5,500 /mo
after first 30 days, drops to £3,500/month for ongoing execution, pause anytime
Everything in the Audit, plus hands-on implementation and optimisation of the highest-priority AI search opportunities.
For teams who need senior execution to action the recommendations immediately, without waiting to hire or train internal resource.
Immediate technical and narrative fixes across your pricing, core product, and key conversion pages
3 complete page rewrites or new builds targeting high-intent searches, structured for LLM extraction and citation
30 days of direct Slack access with senior AI search strategists and technical growth leads for QA and prompt re-testing
After the First Month: Most clients continue at £3,500/month for ongoing AI search optimisation, priority page builds, and strategic support. Pause anytime.
GET STARTED TODAY
### AI Search Visibility Audit
£3,500 /mo
1–2 week turnaround, starting investment
Includes 30 days of embedded Slack support during execution
For B2B SaaS teams that need a commercial view of how their company appears across AI search, and a clear plan for where to focus next.
Live testing of your highest-commercial-value prompts (typically 20–30) across ChatGPT, Perplexity, Claude, and Gemini, benchmarked against your top 3–5 competitors
90-day prioritised roadmap ranking content, website, and authority fixes by their likely impact on AI consideration and closed-won pipeline
30 days of embedded Slack support to guide your internal growth, product marketing, and web teams through early execution
Final scope and investment may vary depending on total URL count, domain complexity, and depth of analysis required.
REQUEST YOUR AUDIT
REVENUE ACCOUNTABILITY
## End-to-End Revenue Attribution Across AI Search and Organic
Once the audit and fixes are live, you shouldn’t have to take our word for it that visibility improved. If you execute with us, you get access to AttributeIQ, our **multi-touch attribution platform**, tracking every touchpoint, across every channel, through to closed-won revenue.
| The Board-Level Interrogation | Standard Web Analytics | The AttributeIQ Layer |
| --- | --- | --- |
| “Which specific blog post or product page generated this £120k deal?” | GA4 attributes credit to last-touch /demo or direct traffic, hiding content impact. | **Journey Explorer:** Full path tracking across the entire buyer journey, whether that starts on organic, AI search, or both, through to closed-won revenue. |
| “Are we spending budget producing content that never turns into sales?” | High traffic volume reported as a proxy for marketing success. | **Content ROI Scorecard:** Ranks every content and URL by cost-to-create versus revenue influenced. |
| “Does AI-sourced traffic convert better than our other channels?” | Siloed reporting, AI traffic often misclassified as direct or referral. | **Channel Influence:** Side-by-side AI Search vs. Organic vs. Paid, first-touch and multi-touch pipeline influence. |
| “Are AI-influenced accounts progressing to pipeline and revenue faster?” | Basic funnel reporting without account-level progression data. | **Pipeline Velocity:** Compare time-to-opportunity and time-to-revenue for AI-influenced, organic-influenced, and other account journeys. |
| “How do we know when a target account is actually ready to buy?” | Sales rep intuition and manual CRM check-ins. | **Real-Time Behavioral Alerts:** Automated Slack alerts when a qualified contact repeatedly hits a page you’re tracking. |
Every engagement includes full platform access, worth £149/month. [About AttributeIQ →](https://attribute-iq.com/?utm_source=growup&utm_medium=referral)
REQUEST YOUR AUDIT
## A Comprehensive AI Search Audit, Prioritised by Pipeline Impact
Get a commercial teardown of your brand’s presence across major AI engines, translated into a prioritised 90-day roadmap to capture high-intent buyer demand.
**What we’ll cover**
01
**Buyer Prompt Discovery:** Map the highest-value conversational queries decision-makers use in LLMs to research your software category.
02
**LLM Visibility, Narrative & Citation Audit:** Evaluate how frequently your brand is recommended against top rivals and diagnose damaging AI hallucinations or positioning gaps.
03
**Prioritised 90-Day Roadmap:** Get a clear action plan covering the content, website, and external sources to address first, prioritised by their potential impact on AI visibility, buyer consideration, and pipeline.
### Request your audit
Fill out the form below and we’ll prepare a commercial roadmap for your SEO program.
Name
Email
Company website
What are you most interested in exploring? Choose one AI Search Visibility Audit Audit + Quick Wins Execution
Any near-term priorities we should fit this audit around?
Send me monthly insights on GTM, pipeline, and search strategy.
Request your audit
We reply within one business day.
QUESTIONS WE GET BEFORE ENGAGEMENT
## Making the Case for an AI Search Visibility Audit
Is an AI search visibility audit worth the investment if we already rank well in Google?
Yes. Strong Google rankings do not guarantee strong visibility in AI search. ChatGPT, Perplexity, Claude, and Gemini can recommend different companies, sources, and products when buyers ask the same question. An AI search visibility audit shows where your brand appears, which competitors are recommended instead, and which commercially important buyer searches you are currently missing.
How do I know whether we need an AI search visibility audit or just a standard SEO audit?
Choose an AI search visibility audit when you need to understand how LLMs represent and recommend your brand. A standard SEO audit is better suited to crawling, indexing, technical issues, rankings, and organic search performance. If your Google visibility is healthy but competitors appear more often in AI-generated recommendations and comparisons, an AI search audit addresses the more relevant problem.
What internal data or access do you need from us to complete the audit?
We primarily need your website, product information, target market, and key competitors. Where available, access to Google Analytics, Search Console, CRM data, win-loss notes, or sales call recordings helps us connect AI search opportunities to real buyer behaviour. We do not require access to your AI accounts. We conduct the search testing ourselves across the major LLM platforms.
How long does an AI search visibility audit take from kickoff to delivery?
Most AI search visibility audits are completed within 1–2 weeks of kickoff. The exact timeline depends on the number of buyer prompts tested, competitor set, website complexity, and depth of analysis required. Our standard audit typically tests 20–30 high-commercial-value searches across ChatGPT, Perplexity, Claude, and Gemini before producing the prioritised 90-day roadmap.
How do I present an AI search visibility roadmap internally so it doesn’t get deprioritised?
Present it as a commercial prioritisation plan rather than an AI SEO task list. Each recommendation should show the current visibility gap, the required change, expected business impact, effort, and owner. This makes it easier for leadership to compare AI search work against competing marketing priorities and approve the changes with a clear commercial rationale.
If our brand isn’t appearing in AI search results at all right now, is it too late to fix that?
No. LLMs update their sources and citations continuously, so gaps can close faster than traditional SEO rankings once the right pages, structured data, and third-party signals are in place.
Do you offer any guarantees around improved AI visibility or citation frequency?
No. We do not guarantee specific AI recommendations, rankings, citations, or pipeline outcomes because LLM outputs change by model, query, context, source availability, and product updates. We do guarantee a structured audit of the agreed buyer searches, clear competitive benchmarking, evidence-based recommendations, and a prioritised roadmap showing exactly where your team should focus next.
How often should we re-run an AI search visibility audit as models update?
For most B2B SaaS companies, a full AI search visibility audit every 3–6 months is appropriate, with lighter prompt testing between audits. Re-test sooner after major product launches, positioning changes, website migrations, or significant LLM updates. Regular testing lets you track changes in brand recommendations, competitor visibility, product descriptions, and citations across your priority buyer searches.
## Request Your AI Search Visibility Audit
Get a 90-day roadmap showing exactly where you stand in generative search, how to correct false AI narratives, and what it takes to get recommended to buyers.
REQUEST YOUR AUDIT
VIEW SAMPLE REPORT
We help B2B SaaS teams turn search into a proven revenue channel through GTM-aligned SEO and content.
Get in Touch
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by GrowUp
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Email\*
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SUBSCRIBE TO THE BRIEF →
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×
## Is Your SaaS Invisible in ChatGPT, Perplexity and Other LLMs?
Get a comprehensive AEO & AI Search Audit to see where you rank across LLMs and how to capture AI search traffic.
[VIEW SAMPLE REPORT](https://www.seo-growup.com/blog/ai-search-visibility-audit-sample?hsLang=en) [REQUEST AN AUDIT](https://www.seo-growup.com/get-in-touch?hsLang=en)
★★★★★
“Hands down the most actionable insights we’ve received.”
Savas Vedova
Founder, Stormkit
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Core Services
[**LLM SEO** Get cited in ChatGPT, Perplexity and Google AI answers. →](https://www.seo-growup.com/llm-seo-agency-for-b2b-saas-companies?hsLang=en) [**Web Design** High-converting websites for complex B2B products. →](https://www.seo-growup.com/b2b-saas-web-design-agency?hsLang=en) [**$4.7M** Content-influenced pipeline generated *Read case study →*](https://www.seo-growup.com/blog/ai-pm-platform-case-study?hsLang=en)
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```json
{
"@context" : "https://schema.org",
"@type" : "ProfessionalService",
"address" : {
"@type" : "PostalAddress",
"addressCountry" : "GB"
},
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"areaServed" : {
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"name" : "United Kingdom"
},
"audience" : {
"@type" : "Audience",
"audienceType" : [ "B2B SaaS Founders", "CMOs", "VPs of Marketing", "In-House Marketing Teams" ]
},
"award" : [ "Most Creative SEO Agency - Martech Awards", "SME News Midlands Enterprise Awards" ],
"description" : "Search marketing agency for B2B SaaS companies. We help teams turn organic and AI search into a fully accountable revenue channel with clear attribution to demos, pipeline, and measurable MRR.",
"email" : "mailto:hello@seo-growup.com",
"founder" : {
"@type" : "Person",
"name" : "Muiz Thomas"
},
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"name" : "GrowUp",
"priceRange" : "£3500+",
"sameAs" : [ "https://www.linkedin.com/company/b2b-saas-seo-agency/", "https://www.instagram.com/seo.growup/" ],
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"slogan" : "Organic & AI Search Programs Built to Deliver SQLs, Pipeline and Measurable MRR",
"url" : "https://www.seo-growup.com/"
}
```