CitedLogic
Sample AI Ranking + Reputation Defense Baselines

Download the baseline that maps the market.

Download real sample baselines built from physical-device captures. Each report shows how the Real-Market AI Ranking Engine captures metro coverage, category angles, who AI ranks first, what AI says about reputation, hallucination or accuracy risk, the priority-weighted execution plan, and the 14-30 day re-run plan. The paid baseline becomes the month-one operating map for your subscription.

Prefer a guided walkthrough? See the annotated sample report →

292
pixel-rank verified movements
127
verified #1 outcomes
14-day
median movement window
401
top-3 stories in the register

Evidence-library launch · verified before/after records · the baseline maps the market; the AI Ranking Program moves and defends the answer.

How to read these samples

The sample shows the map. The subscription executes the weighted plan.

A paid baseline replaces the sample data with your locations, high-value categories, prompt families, competitors, screenshots, reputation risks, and first re-run package. It is built to decide what gets fixed first, not to sit in a folder.

Baseline anatomy

The baseline is the market operating map.

It is not a static PDF. It turns real-device captures into the prioritized work that gets re-measured in the first 14-30 day proof window.

1
Coverage ledger

Markets, services, prompt families, engines, screenshots, and evidence IDs.

2
Recommendation map

Who AI names first, where you appear, and what reason the engine gives.

3
Reputation ledger

Review summaries, complaints, stale facts, specialist proof, and trust blockers.

4
Weighted fix plan

AEO, local SEO, GBP, citations, review, source, and content fixes ordered by likely lift.

5
Proof re-run

The same market and prompt set is re-captured in the first 14-30 day window.

Report preview stack
Evidence Pack Snapshot preview
Evidence Pack
Snapshot · 292
Evidence Pack Register preview
Evidence Pack
Register · 401
Dental Gap preview
Dental
Gap · 41
HVAC Winner preview
HVAC
Winner · 82
Medspa Winner preview
Medspa
Winner · 81

Public thumbnails show the shape of the proof. The PDFs stay gated behind durable lead capture.

Evidence Pack

Start with the board-ready proof layer.

These launch packs are the cleanest first download from LinkedIn: the evidence snapshot, the case-study register, and the proof rules that keep public claims inside the verified record.

Real-device evidence snapshot preview
Snapshot

Real-device evidence snapshot

The launch-safe proof summary: rank-tracking evidence, engine disagreement, verification gates, and what the systematic Index will measure next.

Phone is required so a strategist can follow up on the exact report you downloaded. No automated calling.

Launch evidence pack. No card required.

AI ranking case-study register preview
Register

AI ranking case-study register

The proof register behind the launch: 401 top-3 stories, the verified subset, and the public standard for before/after movement.

Phone is required so a strategist can follow up on the exact report you downloaded. No automated calling.

Launch evidence pack. No card required.

Step 1
Map the market

Real-device prompts across the metros, services, categories, and engines that shape buyer choice.

Step 2
Identify why competitors win

The engine's own rationale becomes the source, reputation, and proof gap map.

Step 3
Weight the execution plan

AEO, local SEO, reputation, review-summary, and accuracy work ordered by revenue impact and speed to proof.

Step 4
Re-run in 14-30 days

The same markets and prompts are measured again so movement is proven with receipts.

What a paid baseline answers
  • Where does AI rank each location, category, and metro?
  • Who gets the recommendation instead?
  • What facts or reputation summaries are wrong?
  • Which sources is AI trusting?
  • Which fixes are weighted highest for your goals?
  • What gets re-run in 14-30 days?
Gap report: find the missing recommendation.

Use it when AI likes the business but names competitors first. The baseline exposes the missing proof, reputation packaging, source gaps, and first weighted execution plan.

Winner report: defend the lead before it decays.

Use it when AI already names you. The report shows what must be protected before reviews decay, facts drift, or a competitor copies the source signals.

Metro ranking sweep

City, service, engine, and competitor matrices from real-device captures.

Reputation prompt sweep

Reviews, complaints, trust, safety, pricing, and competitor-comparison prompts.

Hallucination ledger

Wrong facts, stale claims, missing proof, and the source fixes required.

Dental sample report
DentalWinner
85/ 100 index
Multi-service implant practice
Langhorne, PA

Winner report: defend the lead before it decays.

Owns the implant conversation - plus a clean reputation ledger to defend the lead.

Phone is required so a strategist can follow up on the exact report you downloaded. No automated calling.

13-page sample report. No card required.

Dental sample report
DentalGap
41/ 100 index
Cosmetic & general dental practice
Los Angeles, CA

Gap report: find the missing recommendation.

AI calls the work exceptional, then seats it 12th - a reputation-packaging and specialist-signal gap.

Phone is required so a strategist can follow up on the exact report you downloaded. No automated calling.

13-page sample report. No card required.

HVAC sample report
HVACWinner
82/ 100 index
Local heating & cooling company
Energy, IL

Winner report: defend the lead before it decays.

Best reviews in town - the only HVAC business AI can verify locally, with the source signals shown.

Phone is required so a strategist can follow up on the exact report you downloaded. No automated calling.

13-page sample report. No card required.

Legal - PI sample report
Legal - PIGap
39/ 100 index
Personal-injury law firm
Greensboro, NC

Gap report: find the missing recommendation.

Respected by AI, but ranked 4th-8th: review-volume, authority, and AI-readable trust gaps.

Phone is required so a strategist can follow up on the exact report you downloaded. No automated calling.

13-page sample report. No card required.

Medspa sample report
MedspaWinner
81/ 100 index
Permanent-cosmetics studio
Middleburg Heights, OH

Winner report: defend the lead before it decays.

The recognized expert AI names first across all three engines, with reputation defense built in.

Phone is required so a strategist can follow up on the exact report you downloaded. No automated calling.

13-page sample report. No card required.

Sample reports are built from real, publicly observable AI answers. Business identities are withheld here; the data, screenshots, and scores are real. Your report is prepared for your own locations and becomes the first operating map of the AI Ranking Program.

Want this ranking system on your market?

The baseline is included in month one of the AI Ranking Program. We capture the before, map the market, weight the ranking and reputation-defense plan, and agree on what gets re-run in the first 14-30 day proof window.