AI visibility score

4.2/ 10Fair

#19,594 of 269,173 in Manufacturing & Industrial

As of 2026-10-25 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

abbotpaint

Name: abbotpaint - AI Visibility Score
Creator: Engagemii
Published: 2026-10-25T02:33:51.924Z
License: https://creativecommons.org/licenses/by/4.0/

Unclaimed

abbotpaint.com · Manufacturing & Industrial

Borderline visible. AI bots can crawl abbotpaint, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.

Claim this page free See the breakdown

AI engines read this profile 9 times

Claude · Apple Intelligence

#19,594 of 269,173 in Manufacturing & Industrial for AI visibility

AI Naming Predictability

Rarely named · 3/100

Top 7% of Manufacturing & Industrial

AEO Visibility

Borderline · 4.2/10

Muse Index Score

AI agent readiness

Transactable · 20/100

AI Adoption

None detected · 0/100

About abbotpaint

from our crawl and measurement

abbotpaint, based in Brooklyn, NY, describes itself simply: "Abbot Paint & Varnish has been supplying coatings and paint for over 60 years to cabinet makers display manufacturers, theatrical companies, industrial facilities, and high end residential." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.

Our crawl found an llms.txt file for AI models and a sitemap. It is missing structured data describing the business and a heading structure that lays out what it offers.

AI crawlers have visited 9 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).

Industry · Manufacturing & Industrial

Last scored · Oct 25, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Good

Clear headings and answer-style content.

Entity Clarity

Strong

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Strong

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

Good

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Strong

Inbound links from other sites.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

Weak

Not in AI knowledge graphs yet.

News & Press

Weak

No press coverage found yet.

Community

Weak

No community discussion yet.

Social Mentions

Weak

No social discussion found yet.

What this score means

Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.2/10, abbotpaint is crawlable but under-signaled - fixable, and the signals above are where to start.

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→

Picked for abbotpaint: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.

Continue reading in your free Engagemii portal

Free signup unlocks the full article plus your personalized AEO fix list for abbotpaint.

abbotpaint lists 1,000+ products, 1,000 in stock, priced 0.00.

Show 500 of 1,000+ products

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SCRAPER ONLY - HARD FILL LEVELING TOOL · 0.00 · Touch up
HARD FILL LEVELING TOOL (COMPLETE) · 0.00 · Touch up
RUBBER BLOCK 3 3/4IN X2IN X1IN · 0.00 · Touch up
CORK BLOCK 4IN X 2IN X 1IN · 0.00 · Touch up
FELT BLOCK 4IN X 2IN X 1IN · 0.00 · Touch up
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MICRO-THERM™ FLAMELESS HEAT GUN · 0.00 · Touch up
STAIN DECK, M545 WIPING WOOD STAIN · 0.00 · Touch up
STAIN DECK, M520 ULTRA PENETRATING STAIN · 0.00 · Touch up
LACQUER THINNER 5 GALLON · 0.00 · Touch up
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ULTRA® MARK PEBBLE GREY/SHALE 9731200B83M · 0.00 · Touch up
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GRAINING PENCIL ASSORTMENT · 0.00 · Touch up
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PRO-MARK® 12 PACK ASSORTMENT #2 · 0.00 · Touch up
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PRO-MARK® MAPLE GLAZE 9731232 · 0.00 · Touch up
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PRO-MARK® MARKER NATURAL LIGHT OAK 9731225 · 0.00 · Touch up
PRO MARK® BROWN WALNUT/LIGHT OAK · 0.00 · Touch up
PRO-MARK® PERFECT BROWN 9731223 · 0.00 · Touch up
PRO-MARK® RED BROWN MAHOGANY · 0.00 · Touch up
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PRO-MARK® LIGHT OAK 9731220 · 0.00 · Touch up
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BRUSH TIP MARKER 6 PACK ASSORTMENT #2 · 0.00 · Touch up
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BRUSH TIP MARKER DEEP CORDOVAN · 0.00 · Touch up
BRUSH TIP MARKER DEEP BROWN MAHOGANY · 0.00 · Touch up
BRUSH TIP MARKER BURNT SIENNA · 0.00 · Touch up
BRUSH TIP MARKER BURNT UMBER · 0.00 · Touch up
BRUSH TIP MARKER DARK BROWN MAHOGANY · 0.00 · Touch up
BRUSH TIP MARKER VAN DYKE BROWN · 0.00 · Touch up
BRUSH TIP MARKER BLACK · 0.00 · Touch up
BRUSH TIP MARKER HONEY SPICE · 0.00 · Touch up
BRUSH TIP MARKER DARK PERFECT BROWN · 0.00 · Touch up
BRUSH TIP MARKER PERFECT BROWN · 0.00 · Touch up
BRUSH TIP MARKER DARK CHERRY · 0.00 · Touch up
BRUSH TIP MARKER RAW UMBER · 0.00 · Touch up
FIL-STIK® BONE WHITE · 0.00 · Touch up
FIL-STIK® WHITE ARCTIC 901347 · 0.00 · Touch up
FIL-STIK GRAY · 0.00 · Touch up
FIL-STIK® DARK CHERRY · 0.00 · Touch up
FIL-STIK® RED BROWN MAHOGANY · 0.00 · Touch up
FIL-STIK® CLEAR MAPLE · 0.00 · Touch up
FIL-STIK® MEDIUM HICKORY/SM RYE · 0.00 · Touch up
FIL-STIK® HERITAGE CHERRY/CHESTNUT · 0.00 · Touch up
FIL-STIK® GUNSTOCK WALNUT/CHESTNUT M01 · 0.00 · Touch up
FIL-STIK® DARK GOLDEN OAK · 0.00 · Touch up
FIL-STIK BRIGHT WHITE II · 0.00 · Touch up
FIL-STIK® INTERIOR MAPLE/NATURAL HICKORY SWP · 0.00 · Touch up
FIL-STIK 72 PACK ASSORTMENT #3 · 0.00 · Touch up
FIL-STIK 72 PACK ASSORTMENT #2 · 0.00 · Touch up
FIL-STIK® ASSORTMENT 72/PACK · 0.00 · Touch up
FIL-STIK® OAK/HICKORY LT NATURAL 2885626/1088459/12564944 · 0.00 · Touch up
FIL-STIK® NATURAL CHERRY · 0.00 · Touch up
FIL-STIK® 24 PACK FURNITURE STORE ASSORTMENT · 0.00 · Touch up
FIL-STIK® ASH · 0.00 · Touch up
FIL-STIK® PINE/BUTTERSCOTCH · 0.00 · Touch up
FIL-STIK® 12 PACK STANDARD ASSORTMENT · 0.00 · Touch up
FIL-STIK 12 PACK MEDIUM/DARK GRAY ASSORTMENT · 0.00 · Touch up
FIL-STIK® 12 PACK ASSORTMENT · 0.00 · Touch up
FIL-STIK® ANTIQUE WHITE · 0.00 · Touch up
FIL-STIK® CHAMPAGNE · 0.00 · Touch up
FIL-STIK® HONEY MAPLE · 0.00 · Touch up
FIL-STIK® DARK WALNUT · 0.00 · Touch up
FIL-STIK® OFF WHITE · 0.00 · Touch up
FIL-STIK® LIGHT NORDIC OAK · 0.00 · Touch up
FIL-STIK® BEIGE TONE · 0.00 · Touch up
FIL-STIK RIVERBED · 0.00 · Touch up
FIL-STIK® FONTANA-NEW/NATURAL ALDER SWP/HARVEST · 0.00 · Touch up
FIL-STIK® COLONIAL MAPLE/TOFFEE · 0.00 · Touch up
FIL-STIK® MEDIUM ROCK MAPLE · 0.00 · Touch up
FIL-STIK® MEDIUM DARK WALNUT · 0.00 · Touch up
FIL-STIK DARK RED MAHOGANY H3 · 0.00 · Touch up
FIL-STIK® BLACK/JAVA/BLACK SWP K8 · 0.00 · Touch up
FIL-STIK® LIGHT RED MAHOGANY/CRANBERRY · 0.00 · Touch up
FIL-STIK® EXTRA DARK WALNUT · 0.00 · Touch up
FIL-STIK® WHITE S8 · 0.00 · Touch up
FIL-STIK PLATINUM · 0.00 · Touch up
FIL-STIK® DEEP MAHOGANY · 0.00 · Touch up
FIL-STIK® CANNON GREY 9730500D81O · 0.00 · Touch up
FIL-STIK® BALTIC 9730500D78C · 0.00 · Touch up
FIL-STIK FLAGSTONE · 0.00 · Touch up
FIL-STIK® NATURAL TONE · 0.00 · Touch up
FIL-STIK® NATURAL · 0.00 · Touch up
FIL-STIK® WEDGESTONE #PT290 · 0.00 · Touch up
FIL-STIK® DRIFTWOOD #SN272 · 0.00 · Touch up
FIL-STIK REPOSE GREY · 0.00 · Touch up
FIL-STIK® NEBULOUS GRAY #PT220 K3 · 0.00 · Touch up
FIL-STIK® SM SLATE/MOREL · 0.00 · Touch up
FIL-STIK SEAL · 0.00 · Touch up
FIL-STIK MOREL · 0.00 · Touch up
BREAK-A-WAY™ GLAZE AEROSOL VAN DYKE BROWN · 0.00 · Touch up
SPRAY HEAD (FAN TYPE) S045-9300 · 0.00 · Touch up
TONE FINISH TONER NEWPORT - EBONIZED CHERRY · 0.00 · Touch up
TONE FINISH TONER MAPLE IVORY MIST #973100MI · 0.00 · Touch up
TONE FINISH TONER DARK MAHOGANY PART #3721 · 0.00 · Touch up
LEATHER REPAIR TONER - CHOCOLATE · 0.00 · Touch up
LEATHER REPAIR BASECOAT - KINSEY DARK BROWN · 0.00 · Touch up
LEATHER / VINYL FINISH™ CLEAR SATIN · 0.00 · Touch up
SCRATCH OFF™ MAHOGANY · 0.00 · Touch up
Colored Lacquer Enamel Black Satin · 0.00 · Touch up
COLORED LACQUER ENAMEL WHITE SATIN · 0.00 · Touch up
COLORED LACQUER ENAMEL BLACK GLOSS · 0.00 · Touch up
COLORED LACQUER ENAMEL WHITE GLOSS · 0.00 · Touch up
Colored Lacquer Enamel Black Flat · 0.00 · Touch up
COLORED LACQUER ENAMEL WHITE FLAT · 0.00 · Touch up
COLORED LACQUER ENAMEL CHARCOAL · 0.00 · Touch up
METALLIC AEROSOL BRIGHT GOLD · 0.00 · Touch up
METALLIC AEROSOL RICH PALE GOLD · 0.00 · Touch up
PRIMER SEALER BLACK · 0.00 · Touch up
METALLIC AEROSOL ANTIQUE GOLD · 0.00 · Touch up
COLORED LACQUER ENAMEL CREAM · 0.00 · Touch up
TEXTURED TOUCH-UP WHITE · 0.00 · Touch up
LACQUER FOR BRASS MATTE 13 OZ · 0.00 · Touch up
LACQUER FOR BRASS GLOSS 13 OZ · 0.00 · Touch up
SUPER BLUSH™ RETARDER · 0.00 · Touch up
NO BLUSH™ PLUS RETARDER · 0.00 · Touch up
BURN-IN SEALER · 0.00 · Touch up
PRIMER SEALER WHITE · 0.00 · Touch up
BLENDER FLOW-OUT™ SATIN · 0.00 · Touch up
BLENDER FLOW-OUT™ GLOSS · 0.00 · Touch up
BLENDER FLOW-OUT™ FLAT · 0.00 · Touch up
E-Z VINYL® SEALER AEROSOL · 0.00 · Touch up
PERFECT BLEND® SATIN 35-40 SHEEN · 0.00 · Touch up
PERFECT BLEND® MATTE 19-23 SHEEN · 0.00 · Touch up
ULTRA-FLO ULTRA® BOND CLEAR FLAT 25 SHEEN · 0.00 · Touch up
ULTRA-FLO ULTRA® BOND CLEAR SATIN 40 SHEEN · 0.00 · Touch up
ULTRA-FLO ULTRA® BOND CLEAR SEMI-GLOSS 60 SHEEN · 0.00 · Touch up
ULTRA-FLO ULTRA® BOND CLEAR GLOSS 80 SHEEN · 0.00 · Touch up
FINISHER'S CHOICE™ SANDING SEALER · 0.00 · Touch up
FINISHER'S CHOICE™ CLEAR GLOSS · 0.00 · Touch up
FINAL FINISH™ CLEAR FLAT · 0.00 · Touch up
FINAL FINISH™ CLEAR SATIN · 0.00 · Touch up
TONE FINISH CLEAR DEAD FLAT · 0.00 · Touch up
Water Clear Acrylic Satin · 0.00 · Touch up
FLAT OIL FINISH · 0.00 · Touch up
TONE FINISH LACQUER SANDING SEALER · 0.00 · Touch up
TONE FINISH CLEAR LACQUER SATIN · 0.00 · Touch up
TONE FINISH CLEAR LACQUER FLAT · 0.00 · Touch up
TONE FINISH CLEAR LACQUER GLOSS · 0.00 · Touch up
TONE FINISH CLEAR LACQUER SEMI GLOSS · 0.00 · Touch up
PRE-CATALYZED CLEAR FINISH MATTE · 0.00 · Touch up
PRE-CATALYZED CLEAR FINISH SEMI-GLOSS · 0.00 · Touch up
PRE-CATALYZED CLEAR FINISH DEAD FLAT · 0.00 · Touch up
PRE-CATALYZED CLEAR FINISH SEALER · 0.00 · Touch up
PRE-CATALYZED CLEAR FINISH SATIN · 0.00 · Touch up
PRE-CATALYZED CLEAR FINISH FLAT · 0.00 · Touch up
PRE-CATALYZED CLEAR FINISH GLOSS · 0.00 · Touch up
TONE FINISH TONER BROWN CHERRY · 0.00 · Touch up
TONE FINISH TONER VAN DYKE BROWN · 0.00 · Touch up
TONE FINISH TONER BURNT UMBER · 0.00 · Touch up
TONE FINISH TONER MEDIUM BROWN MAPLE · 0.00 · Touch up
TONE FINISH TONER PERFECT BROWN · 0.00 · Touch up
TONE FINISH TONER COLONIAL MAPLE · 0.00 · Touch up
TONE FINISH TONER MEDIUM DARK WALNUT · 0.00 · Touch up
TONE FINISH TONER BROWN MAHOGANY · 0.00 · Touch up
TONE FINISH TONER DARK RED MAHOGANY · 0.00 · Touch up
TONE FINISH TONER LIGHT RED MAHOGANY · 0.00 · Touch up
TONE FINISH TONER EXTRA DARK WALNUT · 0.00 · Touch up
TONE FINISH TONER MEDIUM BROWN AMERICAN WALNUT · 0.00 · Touch up
TONE FINISH TONER LIGHT WALNUT · 0.00 · Touch up
TONE FINISH TONER FIDDLETONE CHERRY · 0.00 · Touch up
TONE FINISH TONER RAW UMBER · 0.00 · Touch up
ULTRA CLASSIC TONER DARK WALNUT · 0.00 · Touch up
ULTRA® CLASSIC TONER LIGHT GOLDEN OAK · 0.00 · Touch up
ULTRA® CLASSIC TONER CHERRY · 0.00 · Touch up
ULTRA® CLASSIC TONER DEEP RED MAHOGANY · 0.00 · Touch up
ULTRA® CLASSIC TONER DARK RED WALNUT · 0.00 · Touch up
ULTRA® CLASSIC TONER NATURAL CHERRY · 0.00 · Touch up
ULTRA® CLASSIC TONER MEDIUM OAK/TAVERN PINE · 0.00 · Touch up
ULTRA® CLASSIC TONER BROWN FRUITWOOD · 0.00 · Touch up
ULTRA CLASSIC TONER VAN DYKE WALNUT · 0.00 · Touch up
ULTRA® CLASSIC TONER LIGHT WALNUT/COLONIAL MAPLE · 0.00 · Touch up
ULTRA® CLASSIC TONER LIGHT PECAN · 0.00 · Touch up
ULTRA® CLASSIC TONER LIGHT OAK/NATURAL · 0.00 · Touch up
ULTRA® CLASSIC TONER PERFECT BROWN · 0.00 · Touch up
ULTRA® CLASSIC TONER BROWN MAHOGANY · 0.00 · Touch up
ULTRA® CLASSIC TONER DARK RED MAHOGANY · 0.00 · Touch up
ULTRA® CLASSIC TONER EXTRA DARK WALNUT · 0.00 · Touch up
ULTRA® CLASSIC TONER MEDIUM BROWN WALNUT · 0.00 · Touch up
ULTRA® CLASSIC TONER AMBER · 0.00 · Touch up
ULTRA® CLASSIC TONER NATURAL PINE · 0.00 · Touch up
TURINO - SEMI GLOSS · 0.00 · solvant
TURINO - SEMI GLOSS · 0.00 · solvant
TURINO - SATIN · 0.00 · solvant
TURINO - SATIN · 0.00 · solvant
TURINO - DULL · 0.00 · solvant
TURINO - DULL · 0.00 · solvant
TURINO - 10 SHEEN · 0.00 · solvant
TURINO - 10 SHEEN · 0.00 · solvant
CODA CATALYST · 0.00 · solvant
CODA CLEAR - SEALER · 0.00 · solvant
CODA CLEAR - GLOSS · 0.00 · solvant
CODA CLEAR - SATIN · 0.00 · solvant
CODA CLEAR - DULL · 0.00 · solvant
CODA WHITE - PRIMER · 0.00 · solvant
CODA WHITE - GLOSS · 0.00 · solvant
CODA WHITE - SATIN · 0.00 · solvant
CODA WHITE - DULL · 0.00 · solvant
AZOTON WB DYE BLAK · 0.00 · stain
AZOTON WB DYE ORAN · 0.00 · stain
AZOTON WB DYE YEL · 0.00 · stain
AZOTON WB DYE RED · 0.00 · stain
AZOTON WB DYE CORD · 0.00 · stain
AZOTON WB DYE DOAK · 0.00 · stain
AZOTON WB DYE OAK · 0.00 · stain
AZOTON WB DYE MAHO · 0.00 · stain
AZOTON WB DYE DWLT · 0.00 · stain
AZOTON WB DYE CHRY · 0.00 · stain
AZOTON WB DYE WLNT · 0.00 · stain
MGMX TINT BASE SAT · 0.00 · stain
MGMX TINT BASE DUL · 0.00 · stain
PURATONER GREEN · 0.00 · stain
PURATONER RAW UMBER · 0.00 · stain
PURATONER BRT YELLOW · 0.00 · stain
PURATONER YELLOW OXIDE · 0.00 · stain
PURATONER YELLOW · 0.00 · stain
PURATONER BLUE · 0.00 · stain
PURATONER RED OXIDE · 0.00 · stain
PURATONER RED · 0.00 · stain
PURATONER ORANGE · 0.00 · stain
PURATONER BLACK · 0.00 · stain
PURATONER WHITE · 0.00 · stain

The full list of every product we captured is in the product feed (JSON).

Source & Attribution

Scored by Engagemii on October 25, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/abbotpaint

Cite this score: Engagemii (2026). "AEO Score for abbotpaint." Retrieved from https://engagemii.com/aeo/brands/abbotpaint

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.