AI Visibility Ranking
Top 8 Most AI-Visible Marketing & Advertising Suppliers
How ChatGPT, Claude, Perplexity, Gemini and DeepSeek rate Marketing & Advertising suppliers. Updated June 4, 2026.
This ranking covers the 8 most AI-visible Marketing & Advertising suppliers we have audited, drawn from a pool of 8 companies in the category with a complete audit on file. Each supplier was put in front of five AI engines, ChatGPT, Claude, Perplexity, Gemini and DeepSeek, and asked the kind of questions a real buyer asks: who is this company, what do they make, can they be trusted, and would you recommend them. The Signal Score on this page is the smoothed average of those answers, from 0 to 100. Across this top 8, the average score is 14 out of 100, and the spread is telling: 8 are still Dark Signal.
What makes Marketing & Advertising interesting is not whether these are good suppliers, but how differently the AI models see them. Claude recognized the most companies in this set, while ChatGPT recognized the fewest. . Notably, no supplier in this set was recognized by all five engines, which is the clearest measure of true cross-AI visibility: a supplier that only one or two models know is invisible to buyers using the others.
Use this list as a starting filter at the top of your sourcing funnel for Marketing & Advertising, not as a verdict on quality or commercial fit. A supplier high on this list is easy for an AI procurement assistant to find and describe accurately, which shortens your research and lowers the chance an agent quietly skips them. A supplier low on the list, or absent from it, may still be an excellent partner that simply has not made itself legible to AI yet. The per-supplier notes below explain what each engine did and did not know, so you can judge the gap yourself.
The ranking at a glance
Overall Signal Score plus each engine's overall verdict rating (1 to 10). Where an engine recognized the supplier but did not return a rating, the cell shows "knows"; where it did not recognize them at all, it shows "not found".
| # | Supplier | Signal Score | ChatGPT | Claude | Perplexity | Gemini | DeepSeek |
|---|---|---|---|---|---|---|---|
| 1 | DFINE BRANDINGcn | 21 / 100Dark | not found | knows | not found | not found | not found |
| 2 | Shenzhen Color Commercial Display Technology Co., Limitedcn | 21 / 100Dark | not found | knows | not found | not found | knows |
| 3 | Dcreator GmbHde | 19 / 100Dark | not found | not found | knows | not found | not found |
| 4 | Piece & Peace International Limitedhk | 17 / 100Dark | not found | knows | not found | not found | not found |
| 5 | NINGBO HONGRUI IMPORT AND EXPORTcn | 15 / 100Dark | not found | knows | not found | not found | knows |
| 6 | IMAGEN EMPRESARIALcn | 12 / 100Dark | not found | knows | not found | not found | not found |
| 7 | HGiOBe5bfw7dIA5svvvZnQ==us | 3 / 100Dark | not found | not found | not found | not found | not found |
| 8 | MG MARKETING AND TRADING PRIVATE LIMITEDin | 0 / 100Dark | not found | not found | not found | not found | not found |
Supplier by supplier: what each AI model knows
1. DFINE BRANDING 21 / 100 · Dark Signal
DFINE BRANDING scores 21 out of 100, a Dark Signal, and ranks #1 in CN. Claude recognized the company; ChatGPT, Perplexity, Gemini and DeepSeek did not surface it, which is exactly the gap that costs visibility with buyers who default to those tools.
AI engines have very limited information about DFINE BRANDING, a marketing & advertising supplier in cn. Across recent queries the company scored 19 out of 100 (Dark Signal), with the strongest dimension being Digital Footprint at 50 out of 100 and the weakest AI Recommendation Rate at 0 out of 100. One AI engine (out of 3 tested: GPT-4o, Claude Sonnet, deepseek-chat) returned substantive information about the company across identity, sourcing, and trust prompts. No specific products were surfaced by AI engines for this supplier, which contributes directly to the Product Clarity dimension at 10 out of 100. No certifications or third-party validations surfaced in AI responses, which limits the Buyer Trust dimension at 20 out of 100 and the AI Recommendation Rate at 0 out of 100. The biggest opportunity for improvement is the AI Recommendation Rate dimension; the Improvement Roadmap below lists concrete supplier-executable actions ranked by expected score uplift.
2. Shenzhen Color Commercial Display Technology Co., Limited 21 / 100 · Dark Signal
Shenzhen Color Commercial Display Technology Co., Limited scores 21 out of 100, a Dark Signal, and ranks #2 in CN. Claude and DeepSeek recognized the company; ChatGPT, Perplexity and Gemini did not surface it, which is exactly the gap that costs visibility with buyers who default to those tools.
AI engines have a partial picture of Shenzhen Color Commercial Display Technology Co., Limited, a marketing & advertising supplier in cn. Across recent queries the company scored 44 out of 100 (Weak Signal), with the strongest dimension being Identity and Presence at 80 out of 100 and the weakest Buyer Trust at 0 out of 100. 2 AI engines (out of 4 tested: GPT-4o mini, Claude Haiku, gemini-2.5-flash, deepseek-chat) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include lcd advertising screens, digital signage. No certifications or third-party validations surfaced in AI responses, which limits the Buyer Trust dimension at 0 out of 100 and the AI Recommendation Rate at 20 out of 100. The biggest opportunity for improvement is the Buyer Trust dimension; the Improvement Roadmap below lists concrete supplier-executable actions ranked by expected score uplift.
See the full audit for Shenzhen Color Commercial Display Technology Co., Limited
3. Dcreator GmbH 19 / 100 · Dark Signal
Dcreator GmbH scores 19 out of 100, a Dark Signal, and ranks #3 in DE. Perplexity recognized the company; ChatGPT, Claude, Gemini and DeepSeek did not surface it, which is exactly the gap that costs visibility with buyers who default to those tools.
AI engines have very limited information about Dcreator GmbH, a marketing & advertising supplier in de. Across recent queries the company scored 38 out of 100 (Dark Signal), with the strongest dimension being Product Clarity at 80 out of 100 and the weakest AI Recommendation Rate at 0 out of 100. One AI engine (out of 5 tested: GPT-4o, Claude Sonnet, Perplexity Sonar, deepseek-chat) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include social media strategy, content creation, social ads. Certifications and trust indicators referenced by AI: ihk. The biggest opportunity for improvement is the AI Recommendation Rate dimension; the Improvement Roadmap below lists concrete supplier-executable actions ranked by expected score uplift.
4. Piece & Peace International Limited 17 / 100 · Dark Signal
Piece & Peace International Limited scores 17 out of 100, a Dark Signal, and ranks #4 in HK. Claude recognized the company; ChatGPT, Perplexity, Gemini and DeepSeek did not surface it, which is exactly the gap that costs visibility with buyers who default to those tools.
AI engines have very limited information about Piece & Peace International Limited, a marketing & advertising supplier in hk. Across recent queries the company scored 19 out of 100 (Dark Signal), with the strongest dimension being Digital Footprint at 50 out of 100 and the weakest AI Recommendation Rate at 0 out of 100. One AI engine (out of 3 tested: GPT-4o, Claude Sonnet, deepseek-chat) returned substantive information about the company across identity, sourcing, and trust prompts. No specific products were surfaced by AI engines for this supplier, which contributes directly to the Product Clarity dimension at 10 out of 100. No certifications or third-party validations surfaced in AI responses, which limits the Buyer Trust dimension at 20 out of 100 and the AI Recommendation Rate at 0 out of 100. The biggest opportunity for improvement is the AI Recommendation Rate dimension; the Improvement Roadmap below lists concrete supplier-executable actions ranked by expected score uplift.
5. NINGBO HONGRUI IMPORT AND EXPORT 15 / 100 · Dark Signal
NINGBO HONGRUI IMPORT AND EXPORT scores 15 out of 100, a Dark Signal, and ranks #5 in CN. Claude and DeepSeek recognized the company; ChatGPT, Perplexity and Gemini did not surface it, which is exactly the gap that costs visibility with buyers who default to those tools.
AI engines have a partial picture of NINGBO HONGRUI IMPORT AND EXPORT, a marketing & advertising supplier in cn. Across recent queries the company scored 41 out of 100 (Weak Signal), with the strongest dimension being Identity and Presence at 80 out of 100 and the weakest Buyer Trust at 0 out of 100. 2 AI engines (out of 3 tested: GPT-4o, Claude Sonnet, deepseek-chat) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include stickers, diy painting pigment, beads. No certifications or third-party validations surfaced in AI responses, which limits the Buyer Trust dimension at 0 out of 100 and the AI Recommendation Rate at 20 out of 100. The biggest opportunity for improvement is the Buyer Trust dimension; the Improvement Roadmap below lists concrete supplier-executable actions ranked by expected score uplift.
6. IMAGEN EMPRESARIAL 12 / 100 · Dark Signal
IMAGEN EMPRESARIAL scores 12 out of 100, a Dark Signal, and ranks #6 in CN. Claude recognized the company; ChatGPT, Perplexity, Gemini and DeepSeek did not surface it, which is exactly the gap that costs visibility with buyers who default to those tools.
AI engines have very limited information about IMAGEN EMPRESARIAL, a marketing & advertising supplier in cn. Across recent queries the company scored 19 out of 100 (Dark Signal), with the strongest dimension being Digital Footprint at 70 out of 100 and the weakest AI Recommendation Rate at 0 out of 100. One AI engine (out of 3 tested: GPT-4o, Claude Sonnet, deepseek-chat) returned substantive information about the company across identity, sourcing, and trust prompts. No specific products were surfaced by AI engines for this supplier, which contributes directly to the Product Clarity dimension at 10 out of 100. No certifications or third-party validations surfaced in AI responses, which limits the Buyer Trust dimension at 0 out of 100 and the AI Recommendation Rate at 0 out of 100. The biggest opportunity for improvement is the AI Recommendation Rate dimension; the Improvement Roadmap below lists concrete supplier-executable actions ranked by expected score uplift.
7. HGiOBe5bfw7dIA5svvvZnQ== 3 / 100 · Dark Signal
HGiOBe5bfw7dIA5svvvZnQ== scores 3 out of 100, a Dark Signal, and ranks #7 in US. None of the five engines reliably recognized the company, so its score reflects mostly indirect signals.
AI engines have very limited information about HGiOBe5bfw7dIA5svvvZnQ==, a marketing & advertising supplier in us. Across recent queries the company scored 3 out of 100 (Dark Signal), with the strongest dimension being Digital Footprint at 20 out of 100 and the weakest AI Recommendation Rate at 0 out of 100. None of the 3 tested AI engines (GPT-4o mini, Claude Haiku, gemini-2.5-flash) returned substantive information about the company, even when queried by name, category, or domain. No specific products were surfaced by AI engines for this supplier, which contributes directly to the Product Clarity dimension at 0 out of 100. No certifications or third-party validations surfaced in AI responses, which limits the Buyer Trust dimension at 0 out of 100 and the AI Recommendation Rate at 0 out of 100. The biggest opportunity for improvement is the AI Recommendation Rate dimension; the Improvement Roadmap below lists concrete supplier-executable actions ranked by expected score uplift.
8. MG MARKETING AND TRADING PRIVATE LIMITED 0 / 100 · Dark Signal
MG MARKETING AND TRADING PRIVATE LIMITED scores 0 out of 100, a Dark Signal, and ranks #8 in IN. None of the five engines reliably recognized the company, so its score reflects mostly indirect signals.
AI engines have very limited information about MG MARKETING AND TRADING PRIVATE LIMITED, a marketing & advertising supplier in in. Across recent queries the company scored 11 out of 100 (Dark Signal), with the strongest dimension being Digital Footprint at 70 out of 100 and the weakest AI Recommendation Rate at 0 out of 100. None of the 4 tested AI engines (GPT-4o mini, Claude Haiku, gemini-2.5-flash, deepseek-chat) returned substantive information about the company, even when queried by name, category, or domain. No specific products were surfaced by AI engines for this supplier, which contributes directly to the Product Clarity dimension at 0 out of 100. No certifications or third-party validations surfaced in AI responses, which limits the Buyer Trust dimension at 0 out of 100 and the AI Recommendation Rate at 0 out of 100. The biggest opportunity for improvement is the AI Recommendation Rate dimension; the Improvement Roadmap below lists concrete supplier-executable actions ranked by expected score uplift.
See the full audit for MG MARKETING AND TRADING PRIVATE LIMITED
How we built this ranking
Every supplier on this page was scored with the same locked Signal method. We send a fixed set of buyer-style prompts to ChatGPT, Claude, Perplexity, Gemini and DeepSeek, in more than one buyer language, and parse each answer for whether the model recognized the company, what products and certifications it named, its sentiment, and an overall verdict from 1 to 10. Those signals roll up into five weighted dimensions and a single 0 to 100 Signal Score, smoothed over the three most recent audit runs to dampen model jitter. We do not adjust weights per supplier and we do not accept payment for placement. The Marketing & Advertising ranking is rebuilt automatically as audits refresh, so a supplier that improves its AI footprint can climb, and one that lets its data go stale can fall. Full detail on prompts, weights and refresh cadence is on the methodology page.
Read the full Signal methodology
Caveats
A few honest caveats. This is a measure of AI visibility, not product quality, price or delivery reliability, so always run your own due diligence before you commit to any Marketing & Advertising supplier. AI models change their answers over time and occasionally refuse to rate a company at all, which is why some cells in the table read as not found rather than a number. Coverage is also a function of which suppliers we have audited so far; a strong supplier we have not yet reached will not appear here yet. Treat the ranking as a live snapshot, dated below, rather than a final word.
Our recommendation
If you are sourcing Marketing & Advertising and want to move fast, start with DFINE BRANDING, Shenzhen Color Commercial Display Technology Co., Limited and Dcreator GmbH. They are the easiest for an AI procurement assistant to find and describe correctly, which means less manual research and fewer surprises when you brief an agent to shortlist for you. Shortlist two or three, then verify each directly on price, capacity, certifications and references before you commit. If you are a supplier reading your own category, the gap between your score and the leaders is the gap an AI buyer sees first, and it is closeable: each supplier page on Reevol Signal shows exactly which engines miss you and what to fix.
Ranking as of June 4, 2026. Browse the full Marketing & Advertising leaderboard for every audited supplier in the category.