AI Visibility Benchmark

How Charming compares with Americhem

Charming was cited in 42 of 240 answers about Masterbatch, compared with 25 for Americhem. The gap was widest on questions about understanding the material or product, with Charming cited more often.

Rank #142 / 240 answers
Rank #425 / 240 answers

Citations

Answers that link to a company-owned website as a source.

17.5%
10.4%
View breakdown
Citations by Buyer journey
Buyer journeyCharmingAmerichem
Learn4 / 200 / 20
Compare25 / 966 / 96
Validate1 / 482 / 48
Procure0 / 283 / 28
Use12 / 4814 / 48
Citations by AI engine
AI engineCharmingAmerichem
Perplexity38 / 18021 / 180
ChatGPT (OpenAI)——
Google (AI Overviews)4 / 604 / 60
CharmingAmerichem
25%50%75%100%LearnCompareValidateProcureUse

Answers are measured for each company at each stage. Missing data is excluded from the calculations and charts.

Rank #170 / 240 answers
Rank #126 / 240 answers

Brand mentions

Answers that mention the company by name.

0.0%
10.8%
View breakdown
Brand mentions by Buyer journey
Buyer journeyCharmingAmerichem
Learn0 / 200 / 20
Compare0 / 964 / 96
Validate0 / 482 / 48
Procure0 / 285 / 28
Use0 / 4815 / 48
Brand mentions by AI engine
AI engineCharmingAmerichem
Perplexity0 / 18020 / 180
ChatGPT (OpenAI)——
Google (AI Overviews)0 / 606 / 60
CharmingAmerichem
25%50%75%100%LearnCompareValidateProcureUse

Answers are measured for each company at each stage. Missing data is excluded from the calculations and charts.

Ranks among comparable companies in Masterbatch.

Where Charming leads

How do masterbatch dosing requirements differ between extrusion and injection moulding?
3 / 3
0 / 3
Perplexity · Citations
How should I compare masterbatch cost at the recommended let-down ratio?
3 / 3
0 / 3
Perplexity · Citations
+16 other questions
Where Charming has more appearances on at least one measured platform or measure.Request to see more

Where Americhem leads

Which formulation partners help scale coloured automotive plastic parts into production?
3 / 3
0 / 3
Perplexity · Citations
Which additive masterbatch manufacturers offer on-site extrusion-trial support in the US?
3 / 3
0 / 3
Perplexity · Citations
+9 other questions
Where Americhem has more appearances on at least one measured platform or measure.Request to see more

Explore top Masterbatch comparisons

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