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AI Visibility audit
Snapshot 2026-06-18

Greystone

AI Presence Score
2/ 5
How often AI surfaces you across ChatGPT · Gemini · AI Overview · AI Mode
#4 of 7 on AI presence · leader 21.7 · avg 9.8

How the AI answer engines — ChatGPT, Gemini, Google AI Overview & AI Mode — surface Greystone versus competitors on the questions your buyers ask, plus the sources they cite and the fastest gaps to close.

1

Where you stand today

Your AI Presence Score across the four engines your buyers now use. This is the baseline — everything below explains what's holding it down and how to move it.

Presence

Where you show up across AI search

On the questions your buyers actually ask — measured on non-branded prompts and keywords, so this reflects how often AI surfaces you unprompted, not when someone already searched your name.

ChatGPT
Developing3/5
15/70 · Brand surfaced in ChatGPT answers (21.4%)
Avg position
#2.9
Links / Text
10 / 5
Gemini
Developing3/5
10/62 · Brand surfaced in Gemini answers (16.1%)
Avg position
#3
Links / Text
7 / 3
Google AI Overview
Negligible1/5
0/67 · Cited in Google AI Overviews (0%)
AI Overview appears on
67/92 kw
↳ cited
0
↳ rank, not cited
6
↳ not ranking
61
Google AI Mode
Negligible1/5
1/92 · Surfaced in Google AI Mode (1.1%)
Organic Search
Negligible1/5
0/92 · Pages ranking in the top 10 (0%)
Avg position
#23.3
6 ranked · 0 in top 10
2

Who AI recommends instead

When your buyers ask, these competitors get named and cited. Here's who wins each surface and category — and the exact prompts and keywords where you're missing (each one a page to create or optimize).

Competitive standing

How you stack up on every surface

Each brand's visibility on every AI surface. You rank #4 of 7 on overall AI presence — leader 21.7, category average 9.8.

Valence Surface Technologies21.7Presence
1.4%ChatGPT
19.4%Gemini
26.9%AIO
39.1%AI Mode
25%Organic
Pioneer Metal Finishing13.8Presence
2.9%ChatGPT
11.3%Gemini
29.9%AIO
10.9%AI Mode
35.9%Organic
Anoplate11.3Presence
15.7%ChatGPT
6.5%Gemini
9%AIO
14.1%AI Mode
28.3%Organic
Greystone9.7Presence
21.4%ChatGPT
16.1%Gemini
AIO
1.1%AI Mode
Organic
U.S. Chrome Corporation6.4Presence
8.6%ChatGPT
6.5%Gemini
6%AIO
4.3%AI Mode
5.4%Organic
Chem Processing Inc.3.5Presence
2.9%ChatGPT
Gemini
9%AIO
2.2%AI Mode
3.3%Organic
Aalberts Surface Technologies2.1Presence
2.9%ChatGPT
1.6%Gemini
1.5%AIO
2.2%AI Mode
9.8%Organic

Each cell = share of answers/results that name or cite the brand on that surface. Darker = stronger. Presence = average across the 4 AI surfaces.

Share of voice

Who AI recommends in your category

Across non-branded ChatGPT prompts, the share of answers each brand appears in — split by whether it was cited as a source or named in the answer. You rank #1.

  1. 1
    Greystone
    10521.4%
  2. 2
    Anoplate
    11315.7%
  3. 3
    U.S. Chrome Corporation
    638.6%
  4. 4
    Chem Processing Inc.
    202.9%
  5. 5
    Pioneer Metal Finishing
    222.9%
  6. 6
    Aalberts Surface Technologies
    222.9%
  7. 7
    Valence Surface Technologies
    101.4%
Cited as a source (link)Named in the answer (text)
The prompts you're losing

Prompt by prompt — where AI surfaces you, and where it doesn't

Every buyer question we tested, sorted by outcome. The ones you lose map straight to a page in your content plan — that's the work that turns each into a win.

70 prompts analyzed · tap a tile to filter the list
Every one of these is winnable through your content plan — 18 new pages to create · 1 existing to optimize so AI starts surfacing you.
PromptWho AI namedThe fix
  • What does anodizing do to aluminum parts, and how does it improve performance in automotive or hydraulic applications?
    Anoplate
    Create
  • What is the best alternative to cadmium plating for aerospace fasteners?
    Valence Surface Technologies
    Create
  • Recommend a US contract plater for electroless nickel on precision machined aluminum parts for the semiconductor industry
    U.S. Chrome Corporation
    Create
  • What are the best companies for hard chrome plating of defense components in the US?
    U.S. Chrome Corporation
    Create
  • Which US plating companies can handle hard chrome on tight-tolerance aerospace shafts at production volumes?
    U.S. Chrome Corporation
    Create
  • What is the anodization of aluminum process, and how does it improve corrosion resistance and surface hardness for precision machined parts?
    Anoplate
    Create
  • Top-rated Type III anodizing shops for medical device aluminum parts requiring MIL-A-8625 compliance
    Chem Processing Inc.
    Create
  • Is Pioneer Metal Finishing good for passivation of medical device stainless steel parts?
    Pioneer Metal Finishing
    Create
  • Which ASTM or AMS specification governs titanium anodizing for aerospace and medical parts?
    Anoplate
    Create
  • How does hard coat aluminum anodizing compare to Type II anodizing in terms of coating thickness, hardness, and corrosion resistance?
    AnoplateChem Processing Inc.
    Create
  • Top-rated hard chrome plating shops for high-volume automotive and munitions parts
    U.S. Chrome Corporation
    Create
  • Which coatings are approved as cadmium replacements under REACH for aerospace components?
    Anoplate
    Create
cited as a sourcenamed in the answer· hover a logo for the brand
Keywords vs competitors

Where you rank organically — and who AI puts ahead of you

Your top keywords with each competitor's position beside yours, plus the domains Google's AI Overview cites. Ranking is the foundation AI builds its answers on.

anodizing aluminumOptimize
5,993/mo
You AIOyoutube.compioneermetal.comanodizing.orgprototek.comzintilon.com
#7#29
titanium anodizingCreate
3,600/mo
You AIObesttechnologyinc.comvalencesurfacetech.comxometry.comyoutube.com
#4
anodizing titaniumCreate
3,600/mo
You AIObesttechnologyinc.comvalencesurfacetech.comxometry.comyoutube.com
#4
anodised metalOptimize
1,900/mo
You AIOen.wikipedia.orgxometry.comanodizing.orgarmesprecision.comlorin.com
#37#2#26#13
zinc coatingCreate
1,900/mo
You AIOriecoatings.comecofinishing.comyoutube.combarilcoatings.us
#16#38
anodize metalOptimize
1,900/mo
You AIOyoutube.comvalencesurfacetech.comreddit.comaalberts-st.comtechmetals.com
#16#20#29#17
anodized metalOptimize
1,900/mo
You AIOyoutube.comvalencesurfacetech.comen.wikipedia.orgponoko.comlorin.com
#24#7#46
anodising aluminiumCreate
1,615/mo
You AIOyoutube.compioneermetal.comanodizing.orgprototek.comzintilon.com
#8#27
anodization of aluminumCreate
1,143/mo
You AIOxometry.comsilcotek.comkloecknermetals.comen.wikipedia.orgkdmfab.com
#3#23#27
chrome electroplating servicesOptimize
1,000/mo
You AIO
#1#2
nickel plating near meOptimize
877/mo
You AIO
#5
zinc nickel platingOptimize
720/mo
You AIOyoutube.comwilsongarner.comkcjplating.comzn-ni.comrmfusa.com
#28
zn ni platingOptimize
720/mo
You AIOyoutube.comwilsongarner.comkcjplating.comzn-ni.comrmfusa.com
#33
hard anodising aluminiumOptimize
720/mo
You AIOprecisioncoating.comgreenpan.usgoogle.comichefpower.comshop.ttkprestige.com
#18#47#16#4#5
hard anodize aluminumCreate
720/mo
You AIOprecisioncoating.comgreenpan.usgoogle.comichefpower.comshop.ttkprestige.com
#1#23#18#7#4
plating servicesCreate
713/mo
You AIO
#3

Positions link to the ranking URL · 👑 = #1 · Plan flags keywords already in your content plan · the AI Overview favicons are the domains Google cites (yours ringed pink).

By category

Who AI recommends for "best…" questions, by category

When buyers ask AI for the best provider in each category, this is who it names — and where you're missing.

hard chrome platingYou14.3%
AI recommends: U.S. Chrome Corporation 57.1%
passivationYou16.7%
AI recommends: Greystone 16.7%
zinc nickel platingYou83.3%
AI recommends: Greystone 83.3%
type iii anodizingYou
AI recommends: Anoplate 16.7%
electroless nickel platingYou40%
AI recommends: Greystone 40%
rotary transfer machiningYou100%
AI recommends: Greystone 100%
medical platingYou100%
AI recommends: Greystone 100%
thin dense chrome platingYou
AI recommends: U.S. Chrome Corporation 100%

Pink rows = a competitor wins the category and you score 0. Cells = share of that category's "best provider" prompts naming each brand.

3

Where AI gets its answers — and how to get in

AI doesn't invent answers, it pulls from sources. These are the domains, Reddit threads, and citations behind your category. Earning a place in them — through content, a managed Reddit presence, and outreach — is how you get surfaced.

Citations

The sources AI trusts in your category

The domains AI engines cite when answering your buyers' questions. Earning mentions on these pages is the fastest path to getting surfaced.

Top cited domains
  1. youtube.com
    288
  2. google.com
    238
  3. xometry.com
    100
  4. precisioncoating.com
    99
  5. valencesurfacetech.com
    89Competitor
  6. texasprecision.net
    54
  7. pioneermetal.com
    52Competitor
  8. anoplate.com
    48Competitor
  9. aotco.com
    45
  10. en.wikipedia.org
    33
  11. caswellplating.com
    29
  12. arrowfinishing.com
    27
  13. hubs.com
    25
  14. formlabs.com
    23
  15. pfiinc.com
    22
  16. lincolnindustries.com
    21
Reddit

The conversations AI pulls from

Reddit is one of the most-cited sources in AI answers. We triaged 37 threads in your category — which AI already cites, which name a competitor, and where you could be in the conversation.

12
threads AI already cites
10
high-intent threads to engage
0
competitor recommended, not you
0
already mention you

A managed branded Reddit profileputs authentic, helpful answers in these threads — the content AI engines then cite back. Pink rows = a competitor is in the thread and you're not.

Outreach

Pages to earn a mention on

AI cites these pages when answering your buyers — and you're absent from 30 of them. On 0 a competitor is actively recommended. Each is a page to earn a mention or citation on.

Digital-PR & outreach earns you placement on these high-authority pages — the ones AI engines pull from when answering your buyers.

4

How AI describes you

Beyond whether AI mentions you — how it actually talks about you versus competitors: the tone, the strengths it credits, and the caveats worth fixing.

Sentiment

How AI describes you vs competitors

From 35 brand-comparison answers — the tone AI takes about you, what it praises, and the caveats it raises.

55%
AI favorability
Mixed
18 positive · 10 neutral · 5 negative

AI positions Greystone as a high-volume, precision-automation specialist in automotive and defense finishing—particularly strong in zinc-nickel plating, hard chrome, and electroless nickel for safety-critical and high-throughput production—while noting it is less dominant than pure aerospace specialists for flight-critical or complex low-volume aerospace work.

AI praises10
  • Extreme high-volume production capability (processing hundreds of millions of parts annually)
  • Proprietary Precision Plating System® (PPS®) enabling tight-tolerance, automated single-part processing
  • Deep automotive OEM focus with strong zinc-nickel plating for safety-critical fasteners and components
  • Strong defense and firearms finishing capability with relevant military spec compliance (AMS, GMW, ASTM)
  • Selective plating and custom tooling expertise for difficult geometries
Caveats AI raises6
  • Aerospace passivation documentation and OEM approvals are less publicly visible compared to dedicated aerospace specialists like Chem Processing Inc.
  • Fewer aerospace prime OEM approvals than Valence Surface Technologies (which holds 4,500+ unique approvals)
  • Broader industrial/automotive focus means less pure aerospace heritage than CPI or Valence for flight-critical work
  • Electroless nickel aerospace heritage perceived as secondary to CPI's founding focus on aerospace EN
  • Hard chrome aerospace pedigree rated below U.S. Chrome Corporation for flight-critical components
What the models say about you
ChatGPTpositive

Greystone is the stronger fit if you want a deeply integrated, high-volume automotive-focused machining + zinc-nickel plating supplier with strong process control around corrosion-resistant coatings and safety-critical components.

Geminipositive

Greystone's sweet spot is massive, safety-critical automotive and defense runs (processing over 300 million parts annually). If you are a Tier 1 automotive supplier needing extreme throughput, Greystone is almost certainly the better choice.

Geminipositive

Greystone's edge lies in its extreme focus on high-volume production, custom automation, and proprietary selective plating technology... they use a proprietary Precision Plating System® (PPS®). Instead of relying solely on traditional bulk barrel or rack plating, Greystone utilizes proprietary, automated single-part processing.

Links AI surfaced in the comparisons
bzrcdn.openai.com14×greyst.comYou2×chemprocessing.comCompetitor2×nninc.comCompetitor1×greystonedefensefinishing.com1×aalberts-st.comCompetitor1×anoplate.comCompetitor1×

When AI compares brands it links mostly to the brands' own sites — the narrative is the model's synthesis, not third-party-sourced. (The category citation landscape is in “The sources AI trusts” above.)

How AI frames each competitor
Anoplate67% fav

AI positions Anoplate as a highly credentialed, broad-spectrum specialty metal finisher with strong NADCAP/MIL-PRF-8625 compliance, well-suited for defense, aerospace, and electronics work requiring multi-process capability and complex geometries, though it is seen as a batch-oriented specialist rather than a high-volume production house.

Chem Processing Inc.70% fav

AI consistently positions CPI as the premier choice for complex, flight-critical aerospace and defense electroless nickel and passivation work, citing its 1970 aerospace founding, deep Nadcap/AS9100 credentials, extensive prime OEM approvals (Boeing, GE Aviation, Collins, etc.), and specialization in low-to-medium volume, highly engineered parts.

Cited on — earn a mention here too
NN Inc.0% fav

AI portrays NN Inc. as a broadly diversified precision components and specialty plating company that lacks the deep zinc-nickel automotive finishing specialization of Greystone, making it a weaker fit for high-volume automotive OEM zinc-nickel plating programs.

Pioneer Metal Finishing67% fav

AI positions Pioneer Metal Finishing as a large national finisher (11+ facilities across US/Mexico) with strong coating engineering depth, specialty electroless/nickel systems, and broad defense/aerospace credentials, giving it an edge over Greystone in coating engineering sophistication while Greystone leads in raw production scale.

Aalberts Surface Technologies71% fav

AI portrays Aalberts as a massive global surface engineering group with superior high-volume electroless nickel capacity (350M+ components annually, Europe's largest EN plant, proprietary DURNI-COAT® and HART-COAT® processes), rated ahead of Greystone for breadth of aerospace/defense capability and global scale, though Greystone is preferred for ultra-tight tolerance micro-component automation.

Cited on — earn a mention here too
U.S. Chrome Corporation86% fav

AI consistently positions U.S. Chrome Corporation as a dedicated hard chrome specialist with 80+ years of history, Nadcap CP/AQS accreditation, proprietary precision plating for edge build-up control, large-part capacity, and strong aerospace actuator credentials, rating it ahead of Greystone for flight-critical aerospace hard chrome applications.

Back to your content plan
Aloha
AI VisibilityCh 2/6 · 4/4