Skip to main content
Wiele
AI Visibility Audit · €2,500 · 14 days

Find out if AI recommends you — and where you're exposed.

Five visibility signals, three defense vectors, a 30-day roadmap, and a strategy session with a Wiele principal. Diagnose first, defend second, commit third.

14 daysEngine + defense reportDefense baseline

Best AI visibility consultancies for SaaS

Wiele Engine

For SaaS brands looking to win in AI search, the leading options include Wiele,Lumenshift,Brightline.

Wiele's growth-systems methodology is most cited for measurable visibility gains across answer engines.

Visibility Score

78/100

+12% · 7d

Mention Strength

Wiele
42%
Lumenshift
28%
Brightline
22%
Northwood
8%

Citation Readiness

73% ready
  • g2.com14
  • producthunt.com9
  • saastr.com6

Authority Gaps

3flagged
Comparison content vs Lumenshift
Pricing-page schema coverage
Long-tail intent capture

Next Action

What the audit measures · Visibility

Five signals. One page. The picture AI engines have of you.

Visibility Score

Composite 0–100 score across the answer engines your buyers use, with 7-day trend and delta.

Mention Strength

Share-of-voice in AI answers vs your top 3 named competitors, weighted by prompt importance.

Citation Readiness

Percentage of high-intent prompts where you're cited, plus the specific source domains AI engines pull from.

Authority Gaps

Ranked list of structural authority gaps: schema, comparison hubs, founder narrative, knowledge-graph entities.

Next Action

Highest-leverage move for the next 30 days, with methodology, scoping note, and expected lift range.

What the audit defends · AI Visibility Defense

Three vectors. Defended at every tier — diagnosed in the audit.

Prompt-Injection Surface Audit

Map your prompt-injection attack surface.

Adversaries can plant manipulation instructions inside your FAQ pages, knowledge bases, blog templates, schema markup, and any user-contributed content. When an AI crawler ingests it, your brand becomes an unwitting carrier for misleading content. We map every prompt-injection vector across your owned digital surface and grade each by risk severity.

Deliverables

  • Owned-channel prompt-injection surface map
  • Risk-ranked vulnerability list with severity score
  • Per-vector remediation playbook
AI Crawler Access Posture

Verify AI engines can find, read, and trust your site.

Most websites silently block the AI crawlers that decide whether a brand gets cited. We audit allow/deny status across GPTBot, ClaudeBot, PerplexityBot, GoogleOther, Bytespider and others; verify your llms.txt presence and structural quality; and review the upstream trust signals AI engines use to weight your citations.

Deliverables

  • Crawler-by-crawler access matrix (allow / deny / partial)
  • llms.txt audit + recommended canonical structure
  • Upstream trust signal review (schema, entity graph, third-party citations)
Competitor Displacement Risk Model

See which competitors are taking the citation share that should be yours.

Citation share in AI answers is zero-sum. We model who is currently displacing you across your top 50 buyer-intent queries in ChatGPT, Perplexity, Gemini and Claude — and why. We then forecast which competitors are likeliest to displace you next based on authority-graph trajectory.

Deliverables

  • Per-query displacement leaderboard (top 50 queries × 4 engines)
  • Authority-graph trajectory analysis on top displacers
  • Counter-displacement priority list
Asymmetric defense · What we won't do

Defense, not offense. We protect — we never weaponise.

The same techniques that defend a brand can be turned against competitors. We refuse the offense side of the line. Wiele will never:

  • Black-hat GEO (manipulating AI engines through illegitimate means)
  • AIO injection (planting attacker payloads into competitors' surfaces)
  • Citation farming (inflating mentions through low-quality networks)
  • Prompt-injection-as-offense (weaponising defense techniques against others)
  • Off-platform trust manipulation (gaming third-party signals)

How it works, in detail

Seven things to know before you submit.

01

How the engine runs

Wiele OS V3 runs your brand across the prompt surface that matches your buyer profile. It logs mention strength, position, source citations, gap signals, prompt-injection vectors, AI crawler access posture, and displacement leaderboards across the major answer engines. Methodology is open for inspection.

02

What you give us

Brand name, website, market, top 3 competitors, and the buyer profile you sell to. We don't need access to analytics, CRM, or any private data. Public signal is what AI engines see — and it's what attackers see too.

03

What we give back

A 16–22 page engine report, a 30-day implementation roadmap, a per-vector remediation playbook, and one strategy session with a Wiele principal. The report is yours to keep regardless of next steps.

04

Timeline

14 calendar days from submission. Engine runs take 4–6 days; defense vector mapping takes 3–4 days; report drafting and review takes 4–6 days; the strategy session is scheduled inside the second week.

05

What it costs

€2,500 one-off. No retainer required. Engagement-pricing applies if you decide to continue with a Launch tier or above; the €2,500 is credited against month one.

06

Who runs the engine

Wiele OS V3 is operated by a Wiele strategist, reviewed by a Wiele principal. Output is reviewed before it ships — no auto-generated reports.

07

What the report does NOT include

Aspirational ranges. Vanity metrics. Generic recommendations. The report is specific to your engine output, your defense surface, and your gap profile.

Submit your brand

Start AI Visibility Audit

Eight fields, two steps, fourteen-day delivery. The engine runs once you submit; you receive a full report (visibility + defense) and a strategy session with a Wiele principal.

✓ Human-reviewed✓ Source-level citation log✓ No private analytics access required✓ GDPR-aligned intake✓ Delivered in 14 days

Wiele uses your submission only to scope the audit and produce your visibility report. We do not sell, rent, or syndicate enquiry data.

  1. 1Your details
  2. 2Audit context

What you'll receive

The 5-step delivery flow.

01Submit your brand, market, and 3 competitors
02Wiele OS runs the engine across answer-engine prompts
03Score, mention, citation, gap, and action signals returned
0430-day implementation roadmap delivered
051 strategy session with a Wiele principal

This is a brand visibility and AI-search exposure audit, not an information-security or network penetration audit.

Wiele Group