Recommendation pattern analysis
We inspect how competitors are grouped, what language signals confidence and where your brand is missing from the shortlist.
AI Brand Positioning & Visibility Intelligence
Get chosen when AI engines recommend a brand.
The Enough Agency analyzes how ChatGPT, Perplexity, Gemini, Claude, AI Overviews and other systems describe, compare and recommend companies. Then we build the fact-grounded positioning, sources and proof that decide whether your brand appears in the answer.
What We Actually Do
AI visibility is not more blog output. It is positioning your strongest facts so AI systems can verify and recommend them.
Most teams still work as if buyers only scan search results. The Enough Agency works on the moment an AI system compares options and decides which names deserve to be included.
The work starts with live answer output. From there, we find unclear facts, weak source coverage, risky wording and the pages that need to carry more weight.
Model Behavior and Source Systems
Where AI recommendation work actually happens.
Sentiment and caution vectors
Praise, doubt and caveats are separated so useful signals can be strengthened and damaging patterns can be corrected.
Prompt corpus intelligence
Prompt sets are built around real buying situations, so the analysis reflects how prospects ask, compare and narrow choices.
Source quality mapping
We identify the pages, publications, profiles and third-party references that shape answers in your market.
Proof placement design
Important claims are paired with nearby support, clear structure and source context so the page is easier to parse.
Consensus reinforcement
Owned pages, outside references and brand profiles are aligned so the same facts show up consistently across the web.
How It Works
From messy answer output to a practical action plan.
Ask the engines
We collect answers across major AI systems and high-intent buying scenarios.
Decode the signals
Responses are reviewed for rankings, omissions, risky phrasing, source choices and competitor patterns.
Fix the source layer
We improve pages, profiles and source coverage using your real facts, not generic SEO filler.
Track recommendation share
We track visibility, framing, movement and the next blockers to remove.
Measurement Layer
A scorecard for what changed, what moved and what still blocks growth.
Leadership should not have to guess whether AI visibility work is improving. The Enough Agency turns answer movement into a weekly view of share, framing, source quality and next actions.
- Answer set
- Tracked prompts across engines, competitors, categories and buyer scenarios.
- Framing quality
- How often the brand is described with confidence, hesitation, caveats or inaccurate context.
- Source quality
- Which sources influence answers and which owned or third-party pages need improvement.
Services
Services for brands that need AI systems to name them with confidence.
The Enough Agency fixes each part of the recommendation path: how the brand is understood, where it is supported, how it is framed and how progress is measured.
Multi-engine retrieval intelligence
Find where you appear, where competitors win and which answer patterns matter most.
Entity and authority engineering
Make company facts, founder proof and outside validation easier to connect.
Answer-ready content architecture
Build pages and hubs that explain claims clearly and support them close to the point of need.
AI sentiment and risk management
Find inaccurate, hesitant or risky descriptions before they become the default wording.
Pricing
Pick the level of AI visibility your brand needs.
Consultation
$199
one-hour session
- 1:1 expert strategy call
- Live AI-visibility review
- Tailored recommendations
- Session recording and notes
- No commitment required
Starter
$999
one-time
- AI visibility analysis across 10 queries
- Top-ranking brand report per query
- Current rank and mention coverage
- Positive and negative sentiment analysis
- Prioritised improvement roadmap
- 1 global press-wire release
Growth
$1,999
one-time
- Everything in Starter, plus
- Visibility analysis across 25 queries
- 5 authority placements on cited platforms
Scale
$3,999
one-time
- Everything in Growth, plus
- Visibility analysis across 100 queries
- 2 global press-wire releases
- 10 authority placements on cited platforms
- 10 placements across AI-cited blogs and distributors
Global press-wire release
$399 / releaseGlobal distribution with syndication to major outlets, LLM-optimised writing and a pickup report.
Send a releaseIndia press-wire release
$199 / releaseIndia-wide distribution across tier-1 and tier-2 publications with LLM-optimised writing.
Send a releaseCustom program
Bespoke retainerEnterprise programs, regulated verticals and specific outcome targets.
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