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Product

Every capability, in detail.

Five capabilities that earn their place in your weekly stand-up. Use the sub-nav to jump straight to any of them.

Audits

Two reasoning engines. One consensus score.

Single-model GEO is a coin flip. We run every brand through GPT-4 class AND Gemini-2.5 Pro with live web grounding, then compute a confidence-weighted consensus. Disagreement is a signal — it surfaces in the report as a Consistency penalty.

  • Per-engine scorecard with delta column
  • Disputed claims flagged for review
  • Confidence band on every metric
preview · ensoinsights.us/dashboard
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AI inference chip

Brand A

Overall

64 6
Overall: 41 (Mar 16)Overall: 48 (Mar 23)Overall: 52 (Mar 30)Overall: 55 (Apr 6)Overall: 58 (Apr 13)Overall: 64 (Apr 20)Overall all-time high: 64 (Apr 20)Overall all-time low: 41 (Mar 16)64Category norm: 72 (Mar 16)Category norm: 70 (Mar 23)Category norm: 71 (Mar 30)Category norm: 69 (Apr 6)Category norm: 70 (Apr 13)Category norm: 68 (Apr 20)Category norm all-time high: 72 (Mar 16)Category norm all-time low: 68 (Apr 20)68Mar 16Apr 20
OverallCategory norm

High

2

Medium

4

Low

3

Competitors

Lock in three competitors. We do the rest.

Type your brand, pick a context. We auto-suggest the three competitors most likely to crowd your AI-citation space and let your CMO swap any of them. Every audit benchmarks against that locked set, so trends stay apples-to-apples month over month.

  • Auto-detection from category context
  • One-click swap to override our picks
  • Per-competitor delta vs. your brand

Locked competitor set

Brand A

You
64 6

Brand B

71 12

Brand C

88 2

Brand D

76 3

AI summary

One sentence your CMO will quote on Monday.

Click once. Our trend-summary endpoint reads the last 30 snapshots and returns a single quantified sentence forbidden from hedging — `Brand A lost 18 pts on Defensibility across 4 audits while Brand B gained 12, opening a 30-pt overall gap.` Cached per snapshot hash, costs ~$0.0002 per call.

  • No 'appears', 'seems', 'may' — banned in the prompt
  • Names competitors when their delta is material
  • Refresh button if you want a different angle

AI executive summary

Brand A lost 18 pts on Defensibility across 4 audits while Brand B gained 12, opening a 30-pt overall gap.

Gemini Flash~$0.0002cached per snapshot hash

Exports

PDF and CSV that look like your CMO designed them.

Multi-page US-Letter PDF rendered from the live DOM via html2canvas-pro + jsPDF. Action buttons opt out of the capture, brand header stays. CSV mirrors the on-screen filter so what you see is what you ship.

  • Dynamic-imported — no bundle cost until clicked
  • OKLCH color preserved for Tailwind v4 dark mode
  • Filename auto-generated with brand and ISO date

enso-brand-a-2026-04-18.pdf

12 pages · 412 KB · US Letter

enso-trend-brand-a-2026-04-18.csv

14 rows · 3 KB · UTF-8 BOM

Stop guessing how AI describes your brand.

Run your first audit in 45 seconds. No credit card. No sales call. Just a scorecard, a delta, and a 30/60/90-day plan.

Read the methodology