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Research/Does AI use different names for the same brand?

Does AI use different names for the same brand?

Yes. AI used a known alias in 188,527 of 1,762,994 resolved brand mentions, or 10.69%.

By Dimitry Apollonsky · July 16, 2026 · 9 min read

10.69%
of resolved brand mentions used a known alias
188,527 of 1,762,994
▸Contents
  • One in nine resolved brand mentions uses a known alias
  • Known aliases are a conservative floor
  • At least 22,433 brands appear under a known alias
  • ChatGPT uses known aliases more often than the two current search engines
  • Known-alias use ranges from 16.66% in gaming to 4.53% in manufacturing
  • Jira has the most alias mentions in the reviewed leaderboard
  • Short names carry most mentions for USDC, Terraform, and USDT
  • Punctuation alone is not an alias
  • What marketers should do
  • Get the data
  • Sources
  • Related research
Contents
  • One in nine resolved brand mentions uses a known alias
  • Known aliases are a conservative floor
  • At least 22,433 brands appear under a known alias
  • ChatGPT uses known aliases more often than the two current search engines
  • Known-alias use ranges from 16.66% in gaming to 4.53% in manufacturing
  • Jira has the most alias mentions in the reviewed leaderboard
  • Short names carry most mentions for USDC, Terraform, and USDT
  • Punctuation alone is not an alias
  • What marketers should do
  • Get the data
  • Sources
  • Related research

We analyzed 1,762,994 resolved brand mentions across 379,823 AI answers, 16,865 organic prompts, and 162,205 brand identities on ChatGPT, ChatGPT Search, Google AI Overviews, and Google AI Mode from October 19, 2025 through July 16, 2026.

10.69%
of resolved brand mentions used a known alias
188,527
known-alias mentions
1,762,994
resolved brand mentions analyzed
22,433
brands with a known alias used

One in nine resolved brand mentions uses a known alias

A resolved brand mention is one name in an AI answer that Parse linked to a single brand identity. A known alias is a different name already attached to that same identity. AI used a known alias in 188,527 of 1,762,994 resolved brand mentions, or 10.69%.

Semrush logoSemrush advises marketers to monitor abbreviations and common misspellings. Ahrefs logoAhrefs lets users group multiple brand names as one entity. This observed cut quantifies the reason: tracking only one exact brand name can miss part of the answer.

10.69%
of resolved brand mentions used a known alias
188,527 of 1,762,994

Takeaway

Report AI visibility at the brand-identity level, then retain the name that appeared in each answer.

Known aliases are a conservative floor

Once spacing and punctuation were ignored, the name in the answer differed from the brand's main name in 482,356 of 1,762,994 mentions, or 27.36%. Known aliases account for 188,527 mentions, or 10.69% of all mentions. Another 293,829 mentions, or 16.67%, used a different name for the same brand that was not on the known-alias list.

The broader group can include product families, renamed brands, and uncertain matches. The headline excludes it. The 10.69% rate is the confirmed alias floor, not an estimate of every name variation a monitoring system could miss.

10.69%
known aliases
188,527 mentions
16.67%
other names for the same brand
293,829 mentions
27.36%
all different names for the same brand
482,356 mentions

Takeaway

Use confirmed aliases for reporting. Audit product names, renames, and uncertain matches in a separate queue.

At least 22,433 brands appear under a known alias

The observed cut includes 162,205 brand identities. AI used at least one known alias for 22,433 of them during the window.

Alias coverage is not limited to a few large brands. A brand inventory should store one identity with multiple accepted names instead of treating each name that appears in an answer as a separate competitor.

22,433
brands with a known alias used
162,205
brand identities analyzed

ChatGPT uses known aliases more often than the two current search engines

ChatGPT logoChatGPT used known aliases in 14,276 of 90,450 resolved brand mentions, or 15.78%. Google logoGoogle AI Overviews was at 39,997 of 278,866, or 14.34%. Google logoGoogle AI Mode was at 63,773 of 639,493, or 9.97%. ChatGPT logoChatGPT Search was at 70,481 of 754,185, or 9.35%.

The engines were measured over different windows and different brand mixes, so the rates are descriptive rather than a matched experiment. An alias audit should still cover every engine because no engine stays near zero.

Known-alias rate by engine
  • ChatGPT logoChatGPT15.78%
  • Google logoGoogle AI Overviews14.34%
  • Google logoGoogle AI Mode9.97%
  • ChatGPT logoChatGPT Search9.35%
Share of resolved brand mentions that used a known alias in the observed cut.

Known-alias use ranges from 16.66% in gaming to 4.53% in manufacturing

Gaming used known aliases in 3,691 of 22,155 mentions, or 16.66%. Hardware was at 6,839 of 48,092, or 14.22%; collaboration at 4,497 of 33,080, or 13.59%; software at 15,771 of 151,926, or 10.38%; commerce and shopping at 6,023 of 75,481, or 7.98%; and manufacturing at 954 of 21,052, or 4.53%.

One adjustment applied to every industry would hide this range. Compare logoCompare alias coverage inside the market you track, and preserve the exact alias so teams can find the naming pattern behind the rate.

Known-alias rate in selected industries
  • Gaming16.66%
  • Hardware14.22%
  • Collaboration13.59%
  • Software10.38%
  • Commerce and shopping7.98%
  • Manufacturing4.53%
Every displayed industry has at least 20,000 mentions.

Jira has the most alias mentions in the reviewed leaderboard

AI used Jira for Jira Software logoJira Software in 3,454 of 3,970 mentions, or 87.00%. Soar logoSoar Agency appeared for Soar logoSoar 694 times. Grafana Labs appeared for Grafana 621 times. The table leaves out uncertain matches and cases where a product-family name stood in for the brand.

High alias volume identifies the names a brand team should add first. It does not show that one name is better, or that every system would have missed the alias.

Brands by known-alias mentions
Known alias pairs only. Uncertain matches and product-family names standing in for the brand are left out.
Jira Software logoJira SoftwareJira3,4543,97087
Soar logoSoarSoar logoSoar Agency6941,75939.45
GrafanaGrafana Labs6214,67813.27
ScrunchScrunch AI61876680.68
Google Cloud logoGoogle Cloud LookerLooker56359894.15
DraftKings logoDraftKingsDraftKings logoDraftKings Sportsbook5182,06425.1
USD Coin logoUSD CoinUSDC51663081.9
Fireflies logoFirefliesFireflies.ai faviconFireflies.ai48050595.05
PerplexityPerplexity AI4481,07341.75
Fidelity Investments logoFidelity InvestmentsFidelity42997943.82
Microsoft Excel logoMicrosoft ExcelExcel41162066.29
The Home Depot logoThe Home DepotHome Depot40379650.63

Takeaway

Start with the aliases that carry the most observed mentions, then review lower-volume names for ambiguity.

Short names carry most mentions for USDC, Terraform, and USDT

USDC accounts for 516 of 630 USD Coin logoUSD Coin mentions, or 81.90%. Terraform accounts for 294 of 373 HashiCorp Terraform mentions, or 78.82%. USDT accounts for 345 of 453 Tether logoTether mentions, or 76.16%. Jira is at 87.00%, Excel at 66.29%, and ETH at 21.83%.

Abbreviations and shortened names can carry the majority of observed mentions for an identity. Keep them grouped for totals, but keep each name that appeared in the answer separate when auditing how AI describes the brand.

Share of brand mentions using a selected short name
  • Jira87.00%
  • USDC81.90%
  • Terraform78.82%
  • USDT76.16%
  • Excel66.29%
  • ETH21.83%
Known short forms in the reviewed alias list.

Punctuation alone is not an alias

Comparing names letter for letter, ignoring capitalization, found 513,282 different names, or 29.11% of 1,762,994 mentions. Also ignoring spaces and punctuation reduced that group to 482,356, or 27.36%. Keeping only names already on the brand's known-alias list reduced the public finding to 188,527, or 10.69%.

The method does not count capitalization, spacing, or punctuation as a different name. It also leaves out names that could not be linked to a brand, mentions from prompts that were not organic, and evidence that did not pass Parse review. This keeps formatting noise and uncertain brand matches out of the headline.

29.11%
different names, ignoring capitalization
513,282 mentions
27.36%
after ignoring spacing and punctuation
482,356 mentions
10.69%
confirmed known aliases
188,527 mentions

What marketers should do

The observed cut contains 188,527 known-alias mentions across 22,433 brand identities. The alias rate is above zero on all four engines and in every displayed industry.

Maintain one brand identity with an approved alias list. Track totals at the identity level. Preserve the exact answer name for diagnosis. Review product names, rebrands, and uncertain matches separately before adding them to the alias list.

Takeaway

Count the identity for reporting and keep the exact name for diagnosis.

Get the data

Dataset CSVThe metrics behind every figure in this report.

Sources

  1. Semrush: Brand mentions tracking guide · accessed 2026-07-16
  2. Ahrefs: What is Brand Radar, and how to use it? · accessed 2026-07-16
  3. ACL: Aligning entity names with online aliases on Twitter · accessed 2026-07-16
  4. ACL: A generative entity-mention model for linking entities with knowledge base · accessed 2026-07-16

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About this research

Dimitry Apollonsky

Founder, Parse

I built Parse to track where AI answers really come from: the sources they cite and the brands they name. DM me on LinkedIn to talk shop.

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