What is RAG Evidence here?

Your crawled pages become a corpus. Hybrid retrieve ranks chunks for a query. Top evidence attaches to the loop brief so ship work cites your site — not a chatbot hallucination.

Do you replace classic SEO / SERP tools?

No. SERP rank sits beside AI mention. Different games. We label both. Classic #1 with zero AI mentions is still a gap.

A closable unit: gap + owner + definition of done + re-measure on the same prompt set. Insight without a loop is noise.

How do you avoid fake metrics?

Trust labels: REAL, DERIVED, MODELED. Board packs refuse fake revenue certainty. Empty states say “no data yet,” not “0% truth.”

Is crawl required before value?

No. First truth is multi-model visibility. Crawl and RAG deepen evidence for the brief. SERP is optional depth.

Product

The operating system for AI visibility.

Measure. Battle. Loop. Prove. Every surface below is live — not a slide-deck feature.

Loading live platform metrics…

AI Visibility

Same buyer prompts. Models you pick. Full answers stored. Mentioned — or not. Citations. Trends. Per-model rates. No screenshot theater.

Built for operators, not slide decks
Labeled data class on every claim
Pushes work into a closable loop

getlooploop.com/dashboard/ai-visibilityLive UI

AI Visibility

Same prompts · 3 models · 30 days

58%

brand mentioned · measured

GPTyou 62% · rival 48%

Gemini Flashyou 55% · rival 61%

Claudeyou 71% · rival 44%

Evidence · last check

Prompt: “Best platform for mid-market teams?” · brand mentioned · rival hit · 2 citations

Live product

AI Visibility product view — multi-model mention rates

Battle

You vs one rival. Same checks. Topics they own. Share gap. One steal-share play opens one loop.

Built for operators, not slide decks
Labeled data class on every claim
Pushes work into a closable loop

getlooploop.com/dashboard/battleLive UI

Battle Arena

You vs one direct rival · same prompt set

You

54%

+4.2pp · half-window

Rival

61%

owns 3 topics

Next move: steal “best for mid-market” with proof + comparison loop.

RAG Evidence

Crawl your site. Hybrid retrieve. Ranked chunks land in the loop brief. Ship with proof — not chat vibes.

Built for operators, not slide decks
Labeled data class on every claim
Pushes work into a closable loop

getlooploop.com/dashboard/knowledge · RAGLive UI

Evidence retrieve

Query: “best B2B analytics for AI search”

Hybrid

128

Pages

1.4k

Chunks

180ms

Latency

/guides/ai-visibility

0.94REAL

Measure mention rate across models. Close the gap. Re-check the same prompt set.

/compare/peec

0.87REAL

Not screenshots. Owned loops with owner, DoD, and proof after ship.

/docs/schema-faq

0.81DERIVED

FAQ + Product schema aligned to buyer questions that already leak demand.

Into loop brief

Top chunks attached as ship evidence — not chat fluff.

Live product

SERP Reality

Classic Google rank beside AI mention. Both labeled. Rank ≠ citation. We don't fake #1.

Built for operators, not slide decks
Labeled data class on every claim
Pushes work into a closable loop

getlooploop.com/dashboard/ranking · SERPLive UI

Google SERP

“ai visibility software”

Measured

You

Rival A

Rival B

Delta

−3

rival-a.com

AI search analytics for enterprise

rival-a.com/blog

How brands show up in ChatGPT

rival-b.io

GEO checklist 2026

you.com/ai-visibility

AI Visibility — measure · loop · prove

Your URL · track weekly

Classic rank ≠ AI mention. We show both — labeled. No fake #1 theater.

Loops + Operator

Gap + owner + definition of done + re-check. Run history. Cancel. Retry. Weekly cadence. Audit trail.

Built for operators, not slide decks
Labeled data class on every claim
Pushes work into a closable loop

getlooploop.com/dashboard/loopsLive UI

Loops

Gap → owner → ship → re-check

Health 67%

LOOP-12

Comparison page vs Rival A

IN PROGRESS

LOOP-09

FAQ proof on pricing intent

CLOSED

LOOP-14

Entity clarity on homepage

OPEN

Site crawl

Titles. Meta. H1. Schema. Indexability. Structure findings next to AI narrative gaps.

Built for operators, not slide decks
Labeled data class on every claim
Pushes work into a closable loop

getlooploop.com/dashboard/crawlLive UI

Crawl Intelligence

148 pages · completed

23 findings

HIGHMissing H1 on /pricing

MEDThin meta on 12 URLs

HIGHNoindex risk on staging leak

Role reports

Marketing. SEO. CEO. Board. Measured / Derived / Modeled tags. Zero fake revenue certainty.

Built for operators, not slide decks
Labeled data class on every claim
Pushes work into a closable loop

getlooploop.com/dashboard/executiveLive UI

Board pack

Trust-tagged · not vanity charts

Visibility

58%

Measured

Position

Derived

Sentiment

Pos 61%

Heuristic

SoV

0.47

Derived

Live product

Trust layer

Every metric carries REAL · DERIVED · MODELED. Methodology public. Data class > pretty charts.

Built for operators, not slide decks
Labeled data class on every claim
Pushes work into a closable loop

getlooploop.com/dashboard/executiveLive UI

Board pack

Trust-tagged · not vanity charts

Visibility

58%

Measured

Position

Derived

Sentiment

Pos 61%

Heuristic

SoV

0.47

Derived

Also shipping

The boring parts that make the loop real.

Project Passport

Brand · niche · ICP · rivals · prompts. One source of truth.

Project Run

One-run launch. Preflight. Progress. Errors. Retry. Week-one command center.

Wow → Loop

First signal in minutes. One gap. One commit. No dashboard tourism.

Weekly cadence

What moved. What closed. What to ship next. Operating rhythm, not a report graveyard.

Cite quality

Who gets cited. Why. Push toward owned loops — not essay filler.

Honest empties

No data yet beats fake 0%. Next action always visible.

One path

First run. First wow. First loop.

Passport → project-run → multi-model check → gap → commit loop → weekly re-measure. Advanced surfaces stay secondary until you have signal.

Start the run

getlooploop.com/dashboard/knowledge · RAGLive UI

Evidence retrieve

Query: “best B2B analytics for AI search”

Hybrid

128

Pages

1.4k

Chunks

180ms

Latency

/guides/ai-visibility

0.94REAL

Measure mention rate across models. Close the gap. Re-check the same prompt set.

/compare/peec

0.87REAL

Not screenshots. Owned loops with owner, DoD, and proof after ship.

/docs/schema-faq

0.81DERIVED

FAQ + Product schema aligned to buyer questions that already leak demand.

Into loop brief

Top chunks attached as ship evidence — not chat fluff.

getlooploop.com/dashboard/ranking · SERPLive UI

Google SERP

“ai visibility software”

Measured

You

Rival A

Rival B

Delta

−3

rival-a.com

AI search analytics for enterprise

rival-a.com/blog

How brands show up in ChatGPT

rival-b.io

GEO checklist 2026

you.com/ai-visibility

AI Visibility — measure · loop · prove

Your URL · track weekly

Classic rank ≠ AI mention. We show both — labeled. No fake #1 theater.

FAQ

Straight answers. Five seconds each.

Yes. Checks run across the assistants you select. Batch progress streams. Full answers store with mention and citation signals.