AI Visibility Scorecard
Ray Munn Ltd
raymunn.com · E-commerce
Borderline visible. AI bots can crawl Ray Munn Ltd, 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.
AI engines read this profile 1 times
Claude
#480,833 of 739,346 in E-commerce for AI visibility
15
AI Naming Predictability
iRarely named · 15/100
E-commerce average 18
Top 73% of E-commerce
See what's behind this score →4
-
Network Authority
iNot connected yet
E-commerce average 0.0
0 relationships · E-commerce average 9
See what's behind this score →20
Muse Index Score
iAI agent readiness
Transactable · 20/100
E-commerce average 27
See what's behind this score →0
About Ray Munn Ltd
from our crawl and measurement
Ray Munn Ltd is a business whose own site puts it this way: "Ray Munn sells the very best products when it comes to finishing and decorating your home. Be it Designer Paints or Specialists Products, we have over 20 years of industry experience and." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
- Company ·
- Ray Munn Ltd
- Website ·
- raymunn.com
- Industry ·
- E-commerce
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Aug 18, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Weak
No inbound links found yet.
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 read your site and name it in answers. At 3.6/10, Ray Munn Ltd is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Which Paint is Best for You?
We offer a colour consultancy service which includes visits to your home or office (and the home office!) CALL US 02077369876 colour consultancy
Is this your brand?
The exact fixes for Ray Munn Ltd
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Ray Munn Ltd.
Ray Munn Ltd lists 1,000+ products, 983 in stock, priced 2.00 to 154.00.
Show 500 of 1,000+ products
- Inky Fingers · 7.00
- Webb's Blue · 7.00
- River Wandle · 7.00
- Dearle · 7.00
- Kelmscott Water · 7.00
- Mumington's Stem · 7.00
- Emery Blue · 7.00
- Tump · 7.00
- Double Boughs · 7.00
- Herball · 7.00
- Leafy Arbour · 7.00
- Morris's Trellis · 7.00
- Wooded Dell · 7.00
- Twining Vine · 7.00
- Olive Fruit · 7.00
- Citrus Stone · 7.00
- Standen Clay · 7.00
- Thames Reeds · 7.00
- Blackthorn · 7.00
- Muddy Warren · 7.00
- Hare's Coat · 7.00
- Sussex Rush · 7.00
- Sunflower · 7.00
- Weld Yellow · 7.00
- Chrysanthemum · 7.00
- Sweet Briar · 7.00
- Spring Thicket Dawn · 7.00
- Red House · 7.00
- Wardle Wine · 7.00
- Madox Madder · 7.00
- Thorned Rose · 7.00
- Barbed Berry · 7.00
- Rose Cockle · 7.00
- Strawberry Thief · 7.00
- Farringdon Grey · 7.00
- Fired Biscuit · 7.00
- Pearwood · 7.00
- Powdered Chalk · 7.00
- The Firm's White · 7.00
- ARCHIVE (please specify colour at checkout) · 46.00
- Duster 319 · 9.00
- India Yellow 66 · 9.00
- Babouche 223 · 9.00
- Yellow Ground 218 · 9.00
- Dayroom Yellow 233 · 9.00
- Sudbury Yellow 51 · 9.00
- Hay 37 · 9.00
- Dorset Cream 68 · 9.00
- Farrow's Cream 67 · 9.00
- Tallow 203 · 9.00
- Studio Green 93 · 9.00
- Douter 318 · 9.00
- Green Smoke 47 · 9.00
- Card Room Green 79 · 9.00
- Lichen 19 · 9.00
- Vert De Terre 234 · 9.00
- Cooking Apple Green 32 · 9.00
- Bancha 298 · 9.00
- Sap Green 199 · 9.00
- Yearbridge Green 287 · 9.00
- Beverly 310 · 9.00
- Calke Green 34 · 9.00
- Breakfast Room Green 81 · 9.00
- Whirlybird 309 · 9.00
- Stone Blue · 9.00
- Vardo 288 · 9.00
- Arsenic 214 · 9.00
- Green Blue 84 · 9.00
- Teresa's Green 236 · 9.00
- Pale Powder 204 · 9.00
- Wine Dark 308 · 9.00
- Cook's Blue 237 · 9.00
- Lulworth Blue 89 · 9.00
- Kittiwake 307 · 9.00
- Parma Gray 27 · 9.00
- Kakelugn 317 · 9.00
- Cabbage White 269 · 9.00
- Inchyra Blue 289 · 9.00
- De Nimes 299 · 9.00
- Selvedge 306 · 9.00
- Oval Room Blue 85 · 9.00
- Light Blue 22 · 9.00
- Skylight 205 · 9.00
- Borrowed Light 235 · 9.00
- Pitch Black 256 · 9.00
- Off-Black 57 · 9.00
- Railings 31 · 9.00
- Hopper Head 305 · 9.00
- Down Pipe 26 · 9.00
- Hague Blue 30 · 9.00
- Stiffkey Blue 281 · 9.00
- Preference Red 297 · 9.00
- Etruscan Red 56 · 9.00
- Marmelo 316 · 9.00
- Eating Room Red 43 · 9.00
- Incarnadine 248 · 9.00
- Charlotte's Locks 268 · 9.00
- Bamboozle 304 · 9.00
- Picture Gallery Red 42 · 9.00
- Red Earth 64 · 9.00
- Naperon 315 · 9.00
- Templeton Pink 303 · 9.00
- Setting Plaster · 9.00
- Pink Ground 202 · 9.00
- Tailor Tack 302 · 9.00
- Brinjal 222 · 9.00
- Sulking Room Pink 295 · 9.00
- Cinder Rose 246 · 9.00
- Nancy's Blushes 278 · 9.00
- Calamine 230 · 9.00
- Peignoir 286 · 9.00
- Great White 2006 · 9.00
- Brassica 271 · 9.00
- Calluna 270 · 9.00
- Mole's Breath 276 · 9.00
- Worsted 284 · 9.00
- Plummet 272 · 9.00
- Lamp Room Gray 88 · 9.00
- Sizing 314 · 9.00
- Paean Black 294 · 9.00
- Tanner's Brown 255 · 9.00
- Reduced Green 313 · 9.00
- Dibber 312 · 9.00
- Broccoli Brown 198 · 9.00
- Charlestone Gray 243 · 9.00
- Hardwick White 5 · 9.00
- Treron 292 · 9.00
- French Gray 18 · 9.00
- Eddy 301 · 9.00
- Pigeon 25 · 9.00
- Blue Gray 91 · 9.00
- Mizzle 266 · 9.00
- Cromarty 285 · 9.00
- Mouse's Back 40 · 9.00
- Light Gray 17 · 9.00
- Stony Ground 211 · 9.00
- Dead Salmon 28 · 9.00
- Scallop 311 · 9.00
- Jitney 293 · 9.00
- Stirabout 300 · 9.00
- Cord 16 · 9.00
- String 8 · 9.00
- Matchstick 2013 · 9.00
- New White 59 · 9.00
- White Tie 2002 · 9.00
- James White 2010 · 9.00
- Wimborne White 239 · 9.00
- Old White 4 · 9.00
- Off-White 3 · 9.00
- Lime White 1 · 9.00
- Slipper Satin 2004 · 9.00
- Oxford Stone 264 · 9.00
- Joa's White 226 · 9.00
- Dimity 2008 · 9.00
- Pointing 2003 · 9.00
- Drop Cloth 283 · 9.00
- Shaded White 201 · 9.00
- Shadow White 282 · 9.00
- School House White 291 · 9.00
- Dove Tale · 9.00
- Elephant's Breath · 9.00
- Skimming Stone 241 · 9.00
- Strong White 2001 · 9.00
- Pavilion Gray 242 · 9.00
- Dimpse 277 · 9.00
- Blackened 2011 · 9.00
- All White 2005 · 9.00
- Purbeck Stone 275 · 9.00
- Cornforth White 228 · 9.00
- Ammonite 274 · 9.00
- Wevet 273 · 9.00
- eicó Fan Deck · 27.00
- no.230 skyjum · 10.00
- no.229 mild grå · 10.00
- no.228 nikkel · 10.00
- no.227 koala · 10.00
- no.226 pennrakning · 10.00
- no.225 mistur · 10.00
- no.224 skuggi · 10.00
- no.223 lila regn · 10.00
- no.222 lyng · 10.00
- no.221 bromber · 10.00
- no.220 örngott · 10.00
- no.219 miðsumar · 10.00
- no.218 kornblóm · 10.00
- no.217 bátur blár · 10.00
- no.216 galax · 10.00
- no.215 spekingur · 10.00
- no.214 trjábörkur · 10.00
- no.213 engi · 10.00
- no.212 rósmarín · 10.00
- no.211 barrträd · 10.00
- no.210 kokoshneta · 10.00
- no.209 vaniljsocker · 10.00
- no.208 jordnöt · 10.00
- no.207 kakao · 10.00
- no.206 moder jord · 10.00
- no.205 älvsoft · 10.00
- no.204 inslag av rosa · 10.00
- no.203 jordgubbsrouge · 10.00
- no.202 reste sig · 10.00
- no.201 rödbeta · 10.00
- Vert de Noel · 9.00
- Papillon · 9.00
- Solanum · 9.00
- Shamouti · 9.00
- Monarch · 9.00
- Hesawi · 9.00
- Wadi · 9.00
- Ace of Spades · 9.00
- Centurion · 9.00
- Ristretto · 9.00
- Driftwood · 9.00
- Low Tide · 9.00
- Arborio · 9.00
- Silt · 9.00
- Portico Blue · 9.00
- Shoveler Green · 9.00
- Emerald Black · 9.00
- Shale · 9.00
- Rambutan · 9.00
- Gray Dawn · 9.00
- Late Olive · 9.00
- Haapsalu · 9.00
- Mosaic · 9.00
- Chawka Gul · 9.00
- Flower Pot · 9.00
- Cover Roll · 9.00
- 240 Sandpaper 5m rolls · 9.00
- Ice IV · 13.00
- Sencha · 9.00
- Brimstone · 9.00
- Caravan · 9.00
- Roben's Honour · 9.00
- Ruse · 9.00
- Sprig V · 9.00
- Sprig IV · 9.00
- Sprig III · 9.00
- Sprig II · 9.00
- Sprig I · 9.00
- Mockingbird · 9.00
- Iguana · 9.00
- Pollen II · 9.00
- Jaipur Pink · 9.00
- Soumak · 9.00
- Scarlet 'n' Rust · 9.00
- Cashmere V · 9.00
- Cashmere IV · 9.00
- Cashmere III · 9.00
- Cashmere II · 9.00
- Cashmere I · 9.00
- Nori · 9.00
- Fynbos · 9.00
- The Long Room · 9.00
- Kasbah · 9.00
- Mchanga · 9.00
- Mink · 9.00
- Powder V · 9.00
- Powder IV · 9.00
- Powder III · 9.00
- Powder II · 9.00
- Powder I · 9.00
- Colour Card Pack · 7.00
- SKYLT Ultramatt pt B · 15.00
- SKYLT Ultramatt pt A + B · 69.00 · out of stock
- SKYLT Titanium pt A + B · 86.00
- One Tuff Roll 24" x 50ft · 45.00 · out of stock
- Silver Stripe & Foam Mini Roller Kit · 11.00
- Professional Roller Kit 9" · 14.00 · out of stock
- Extension Pole · 23.00
- Masking Tape · 7.00 · out of stock
- Decorators Sponge · 8.00
- Synthetic Brush Set (3 pack) · 9.00
- One Tuff Coated Dropcloth · 42.00 · out of stock
- Mini Roller Frame Handle · 3.00
- Stockinette Roll · 3.00
- Superfine Foam Mini Refill · 2.00
- Adapter for Extension Pole · 3.00
- Concave Superfine Foam Refill · 6.00
- Foam Mini Roller Kit - 4" · 7.00
- Magic Felt Refill - 4" · 4.00
- Sensitive Painters Tape · 11.00
- Microfibre Medium Pile Refill - 9" · 8.00
- Polyester Medium Pile Refill - 9" · 5.00
- Silver Stripe Medium Pile Refill - 4" · 3.00
- Cotton Twill Dust Sheet - Polythene Backed · 28.00
- Polythene Dust Sheet (Triple Pack) · 7.00
- Plastic Roller Tray · 3.00
- Plastic Paint Kettle Lid · 2.00
- Plastic Paint Kettle · 3.00
- Pole Sander Head · 23.00
- Silver Stripe Refill 9" · 7.00
- Wooden Handle Cage Frame · 10.00
- Cage Frame · 8.00
- Jumbo Synthetic Sponge · 6.00 · out of stock
- Samurai Trowel · 100.00 · out of stock
- Hand Sander · 16.00 · out of stock
- Low Tack Masking Tape · 12.00
- Skylt Conditioner Concentrate 1L · 40.00
- Reactive Stain 1L · 50.00
- White Cloth Tape 50M · 10.00 · out of stock
- Silver Cloth Tape 50M · 10.00 · out of stock
- Black Cloth Tape 50M · 10.00 · out of stock
- Sample Pot Brush · 5.00
- Sealant Applicator · 17.00
- S-FINISH™ Abrasive Paper for Finishing & “Between Coats” · 8.00
- Silk Touch Ultra Brush 1" · 11.00
- Silk Touch Ultra Brush 1.5" · 14.00
- Silk Touch Ultra Brush 2" · 19.00
- Silk Touch Brush 3" · 22.00
- Silk Shortcut Cutter Brush 2" · 20.00 · out of stock
- Silk Cutter Ultra Brush 2" · 20.00 · out of stock
- Silk Cutter Ultra Brush 1.5" · 14.00
- Ceramic Sanding Block · 18.00 · out of stock
- Pro-Fill Compact Filler Applicator · 10.00
- Dalatex CP100A 1x50m Cellulose · 146.00
- Pro-Finish Tack Cloth · 3.00
- Flex-E-Bowl · 12.00
- Silk Touch Ultra Brush Set · 34.00 · out of stock
- Colour Wash Brush · 25.00
- Black Handle Brush 70mm · 9.00
- Black Handle Brush 60mm · 9.00
- Black Handle Brush 50mm · 7.00
- Black Handle Brush 40mm · 6.00
- Black Handle Brush 30mm · 4.00
- Black Handle Brush 20mm · 3.00
- 502 All Purpose Weatherproof Wood Adhesive · 5.00
- Everflex Premium 175 Universal Acrylic Sealant 300ml · 4.00
- Everflex 125 One Hour Caulk 300ml · 4.00 · out of stock
- Extra Hardener · 6.00
- Multi-Purpose Filler 5KG · 28.00
- Classic Wall Filler · 8.00
- Masonry-Repair Filler · 12.00
- Ready To Use Fine-Surface Filler · 8.00
- Ready to Use Wood Filler · 10.00
- Decorators Caulk · 5.00
- 2-Part High Performance Wood Filler · 22.00
- Premier Masks (Pack of 5) · 47.00
- Large Plastic Roll 4m x 25m · 30.00
- Carpet Film 100m · 82.00
- Fat Hog Steel Wool · 6.00 · out of stock
- Himalaya Salt · 15.00
- Pink Pepper · 15.00
- Heirloom Purple · 15.00
- Nightshade · 15.00
- Enamel Mug · 15.00
- Nevada · 15.00
- Larder Door · 15.00
- Glass Cupboard · 15.00
- Table Cloth · 15.00
- Kelp · 15.00
- Pestle & Mortar · 15.00
- Stone Sink · 15.00
- Coaster · 15.00
- Milk Jug · 15.00
- Marble Blue · 15.00
- Drawer Handle · 15.00
- Chard · 15.00
- Eucalyptus · 15.00
- Cilantro · 15.00
- Pumice Grey · 15.00
- White Sage · 15.00
- Oatmeal · 15.00
- Masala · 15.00
- Dog Duvet · 15.00
- Paprika · 15.00
- Mace · 15.00
- Sultana · 15.00
- Panela · 15.00
- Pudding White · 15.00
- Binchotan · 15.00
- Soda White · 15.00
- Vit · 10.00
- Trakol · 10.00
- The Plank · 10.00
- Svart Valnöt · 10.00
- Stengrå · 10.00
- Smaragd · 10.00
- Skolgolvett · 10.00
- Skiffer · 10.00
- Silverglitter · 10.00
- Rosa Black · 10.00
- Pollen · 10.00
- Polished Wenge · 10.00
- Penna Black · 10.00
- Naturlig · 10.00
- Mork Ek · 10.00
- Med Ek · 10.00
- Mahogny · 10.00
- Linne Grå · 10.00
- Lätt Ek · 10.00
- Konstellation · 10.00
- Heron · 10.00
- Guldglitter · 10.00
- Gran · 10.00
- Electric Blue · 10.00
- Ebenholts · 10.00
- Dubbel Choklad · 10.00
- Choklad · 10.00
- Antik Ek · 10.00
- Ametist · 10.00
- Akvamarin · 10.00
- Satin Finishing Oil · 10.00
- Matt Finishing Oil · 10.00
- Ernest White · 7.00
- Masquerade Mid · 13.00
- Masquerade Light · 13.00
- China Clay Dark · 13.00
- China Clay Deep · 13.00
- China Clay Mid · 13.00
- Oak Apple · 13.00
- Silent White · 13.00
- Silent White Deep · 13.00
- Silent White Pale · 13.00
- Slaked Lime Dark · 13.00
- Slaked Lime Deep · 13.00
- Slaked Lime Mid · 13.00
- Three Farm Green · 13.00
- Ambleside · 13.00
- Pearl Colour Dark · 13.00
- Pearl Colour · 13.00
- Pearl Colour Mid · 13.00
- Pearl Colour Pale · 13.00
- Pleat · 13.00
- Aquamarine Light · 13.00
- Aquamarine Pale · 13.00
- Bone China Blue Faint · 13.00
- Bone China Blue Mid · 13.00
- Bone China Blue Pale · 13.00
- Obscura · 13.00
- Gauze Dark · 13.00
- Gauze Mid · 13.00
- Arquerite · 13.00
- Perennial Grey · 13.00
- Dash of Soot · 13.00
- Rubine Ashes · 13.00
- Down · 13.00
- Dark Lead Colour · 13.00
- French Grey Dark · 13.00
- French Grey Mid · 13.00
- French Grey Pale · 13.00
- Obsidian Green · 13.00
- Cool Arbour · 13.00
- Fescue · 13.00
- Ceviche · 13.00
- Wood Ash · 13.00
- Urbane Grey · 13.00
- Inox · 13.00
- Shallows · 13.00
- Dark Brunswick Green · 13.00
- Sage Green · 13.00
- Book Room Green · 13.00
- Green Stone · 13.00
- Green Stone Pale · 13.00
- Pompeian Ash · 13.00
- Baluster · 13.00
- Portland Stone Dark · 13.00
- Portland Stone Light · 13.00
- Portland Stone Pale · 13.00
- Chocolate Colour · 13.00
- Attic II · 13.00
- Rolling Fog Dark · 13.00
- Rolling Fog Light · 13.00
- Rolling Fog Pale · 13.00
- Elysian Ground · 13.00
- Travertine Mid · 13.00
- Travertine Light · 13.00
- Purple Brown · 13.00
- Scullery · 13.00
- Lute · 13.00
- Clay · 13.00
- Clay Mid · 13.00
- Clay Pale · 13.00
- Arras · 13.00
- Castell Pink · 13.00
- Beauvais Lilac · 13.00
- Light Beauvais · 13.00
- Ferdinand · 13.00
- Jack Black · 13.00
- Lamp Black · 13.00
- Basalt · 13.00
- Dock Blue · 13.00
- Royal Navy · 13.00
- Obsidian Green · 13.00
- Invisible Green · 13.00
- Córdoba · 13.00
- Theatre Red · 13.00
- Baked Cherry · 13.00
- Bronze Red · 13.00
- Tuscan Red · 13.00
- Heat · 13.00
- Marigold · 13.00
- Orange Aurora · 13.00
- Atomic Red · 13.00
- Mischief · 13.00
- Leather · 13.00
- Carmine · 13.00
- Hellebore · 13.00
- Confetti · 13.00
- Pink Slip · 13.00
The full list of every product we captured is in the product feed (JSON).
Source & Attribution
Scored by Engagemii on August 18, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/raymunn
Cite this score: Engagemii (2026). "AEO Score for Ray Munn Ltd." Retrieved from https://engagemii.com/aeo/brands/raymunn
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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