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Platform · Live tracking · Real-time

The System of Record
for AI Visibility.

Monitor how AI platforms recommend — or replace — your brand. Track AI Share of Voice™ across ChatGPT, Claude, Perplexity, Gemini, and AI Overviews. Understand exactly which competitors AI recommends instead of you, and why.

Tracking how 5 engines
recommend brands
G ChatGPT C Claude P Perplexity G Gemini A AI Overviews
§ 01 — Four pillars

Four pillars, one system.

Every part of SearchDaddy, Inc. serves one outcome: more AI buying answers that recommend you instead of a competitor. The four pillars cover measurement, monitoring, intelligence, and accessibility.

01

AI Share of Voice™ tracking

Run 100+ category buying prompts every week, across all five engines. See your AI Share of Voice as a single composite — and per-engine, per-prompt, per-position.

  • Per-engine SOV breakdown
  • 90-day historical trend
  • Category-normalized index
  • Confidence intervals on every score
02

AI Answers & Mentions

Every verbatim AI response captured, indexed, and searchable. See exactly what AI said about your brand, when, on which engine — and whether the framing was favorable, neutral, or replaced.

  • Verbatim response capture
  • Sentiment + framing scoring
  • Position rank within answer
  • Filtered by prompt cluster
03

Competitor Substitution

The metric most platforms miss. We map exactly which competitors AI recommends in your place, in which prompts, and what signals they have that you don't.

  • Watchlist up to 25 competitors
  • Substitution heatmap by prompt
  • Citation gap analysis
  • Schema + signal diff
04

AI Engine Accessibility

Are AI crawlers even reaching your content? We audit robots, schema, structured answers, and citation infrastructure across the 47 signals that drive AI recommendation.

  • Robots + crawler accessibility
  • Schema + JSON-LD audit
  • Answer-readiness scoring
  • Authority + citation graph
§ 02 — How tracking works

A three-step loop, run every week.

Same loop, every week, across every engine. The data accretes — you see drift, you see patterns, you see exactly what's working.

Step 01 · Prompt

Pull the buyer questions that matter.

We start with our index of 10,000+ ranked buyer prompts per category — the same questions your buyers are typing into AI. We pick the ones with the highest commercial intent for your category.

Step 02 · Probe

Run them across every engine.

Each prompt is sent through all five AI engines in parallel. We capture verbatim responses, mention positions, citations, and engine-specific framing — every cycle, every week.

Step 03 · Score

Compute, weight, alert.

Mentions become metrics. We weight each by prompt volume, engine reach, and answer position — then surface drift, displacement, and competitor moves the moment they happen.

§ 03 — Dashboard

One screen. Everything AI is saying.

Built for operators. Every panel is a question your CMO already asks — answered with live data, refreshed against five AI engines.

app.searchdaddy.io / dashboards / holdcourt
REFRESHED 04m AGO
AI Share of Voice™
90-day · all engines
52STRONG
+34 pts
vs Q4 baseline
132 prompts · 5 engines
Competitor Watchlist
25 tracked
Hholdcourt 52%↑ +12
AAcme Corp 21%↓ −4
NNimbus 15%↑ +2
BBoltline 8%↓ −1
AI Mention timeline
12 weeks · 5 engines
W1W3W5W7W9W11
Alerts feed
last 24 hours · 12 events
+SOV+4 mentions in "best CRM for SaaS startups" (ChatGPT)12m
NEWCitation captured · g2.com → Perplexity index1h
−SOVAcme Corp displaced you in 3 prompts after Gemini 2.0 drift3h
+SOVSchema deploy verified · SoftwareApplication recognized by 4 engines9h
↳ Live AI Share of Voice gauge ↳ 25-brand competitor watchlist ↳ Weekly AI mention timeline ↳ Real-time alert feed
§ 04 — The shift

SEO tools vs. SearchDaddy, Inc..

Side-by-side: where the legacy stack stops, where AEO begins. Same channel — different game.

Capability
Traditional SEO Tools
SearchDaddy, Inc.
What it measures
Keyword rank position
AI Share of Voice across engines
Channel coverage
Google search
5 AI engines + AI Overviews
Competitor displacement
× Not surfaced
Mapped per prompt
Citation tracking
Backlinks
Source graph AI quotes
Drift response time
× Quarterly
Real-time alerts
Five seconds

Ready to see what AI says about your brand?

Drop your domain. We'll surface the four most consequential AI visibility findings — then send the full 47-point audit to your inbox.

Check My AI Visibility