Results by date
Showing 2026-08-27 to 2026-09-04. Latest measurement per prompt/platform within this range.
56.5%
Branded identification rate
Latest observations
2026-08-27 to 2026-09-04
35 hits / 62 runs across 21 cells. Latest measurement per cell.
The same share over the five branded prompts (P01 to P05), where the answer only had to identify the company.
Method: 35 hits over 62 runs across 21 prompt-and-surface cells, each at its most recent measurement (2026-08-27 to 2026-09-04).
Historical comparison
- Baseline
- 28.0% 7/25 runs
- Latest matched
- 53.8% 14/26 runs
- Change
- +25.8 pts
- Relative change
- +92%
- Matched cells
- 9
- Baseline date
- 2026-08-27
Same prompt/platform pairs. Reconstructed counts excluded. Settings unverified; descriptive comparison.
15.4%
AI visibility rate
Latest observations
2026-08-27 to 2026-09-04
35 hits / 228 runs across 98 cells. Latest measurement per cell.
Includes mentions and recommendations, not only linked citations.
The share of measured AI runs whose answer identified, recommended or referenced Agnostify. This includes unlinked mentions and is not a linked-citation rate.
Method: 35 hits over 228 runs across 98 prompt-and-surface cells, each at its most recent measurement (2026-08-27 to 2026-09-04).
Historical comparison
- Baseline
- 15.6% 7/45 runs
- Latest matched
- 30.4% 14/46 runs
- Change
- +14.9 pts
- Relative change
- +96%
- Matched cells
- 17
- Baseline date
- 2026-08-27
Same prompt/platform pairs. Reconstructed counts excluded. Settings unverified; descriptive comparison.
#1
Search rank, branded
Unchanged since 2026-09-02
As of 2026-09-04
agnostify.com's best Google organic position for the query "agnostify" across the runs of the latest measurement. Under the frozen rule a run counts only when agnostify.com is the top organic result.
Open misinformation items: 9.
Recommendations and recorded links
Latest observations, 2026-08-27 to 2026-09-04: 0 cells have Tier B (recommended) as their best recorded result; 28 recorded citation entries contain an agnostify.com link. Reconstructed observations are excluded from these counts.
Recommendation outcomes for each individual run and complete linked-citation coverage are unknown. No recommendation rate or linked-citation rate is inferred from mention tiers or missing citation lists.
Who the AI answers cite
As of 2026-09-04
Every domain an AI answer cited, at most once per run of each prompt and surface, over the most recent measurement of each cell. Where a log listed several URLs for a collapsed row, each counts once. AI surfaces only: organic Google results and the Grok adjunct are not counted. Competitors and directories appear as bare domains with no links. A cell re-measured without an itemised citation list drops its earlier citations from the board.
Built from measurements dated 2026-08-27 to 2026-09-04.
Showing the top 15 of 520 domains.
- 1reddit.com322.8%new
- P01 on Perplexity, 2026-09-04
- P02 on Perplexity, 2026-09-04
- P05 on Perplexity, 2026-09-04
- P08 on Perplexity, 2026-09-04
- P09 on Perplexity, 2026-09-04
- P12 on Perplexity, 2026-09-04
- P13 on Perplexity, 2026-09-04
- P15 on Perplexity, 2026-09-04
- P18 on Perplexity, 2026-09-04
- P19 on Perplexity, 2026-09-04
- P20 on Perplexity, 2026-09-04
- P21 on Perplexity, 2026-09-04
- P22 on Perplexity, 2026-09-04
- P23 on Perplexity, 2026-09-04
- P24 on Perplexity, 2026-09-04
- P25 on Perplexity, 2026-09-04
- 2clutch.co292.5%up 7
- P03 on Perplexity, 2026-09-04
- P02 on Google AI Mode, 2026-09-04
- P17 on Google AI Mode, 2026-09-04
- P08 on Gemini, 2026-08-27
- P05 on Perplexity, 2026-09-04
- P11 on Perplexity, 2026-09-04
- P12 on Perplexity, 2026-09-04
- P15 on Perplexity, 2026-09-04
- P19 on Perplexity, 2026-09-04
- P21 on Perplexity, 2026-09-04
- P22 on ChatGPT, 2026-09-04
- P22 on Perplexity, 2026-09-04
- P22 on Claude, 2026-09-04
- P23 on Perplexity, 2026-09-04
- P24 on ChatGPT, 2026-09-04
- P24 on Perplexity, 2026-09-04
- P25 on Perplexity, 2026-09-04
- 3agnostify.com282.5%down 2
- P01 on Perplexity, 2026-09-04
- P02 on Perplexity, 2026-09-04
- P03 on Perplexity, 2026-09-04
- P02 on Google AI Mode, 2026-09-04
- P04 on Google AI Mode, 2026-09-04
- P03 on Gemini, 2026-08-27
- P02 on Claude, 2026-09-04
- P03 on Claude, 2026-09-04
- P05 on Perplexity, 2026-09-04
- P05 on Claude, 2026-09-04
- 4crunchbase.com272.4%new
- P03 on Perplexity, 2026-09-04
- P02 on Google AI Mode, 2026-09-04
- P04 on Google AI Mode, 2026-09-04
- P01 on ChatGPT, 2026-09-04
- P02 on ChatGPT, 2026-09-04
- P03 on ChatGPT, 2026-09-04
- P04 on ChatGPT, 2026-09-04
- P05 on ChatGPT, 2026-09-04
- P05 on Perplexity, 2026-09-04
- 5lyfemarketing.com272.4%up 8
- P08 on ChatGPT, 2026-09-04
- P08 on Perplexity, 2026-09-04
- P10 on ChatGPT, 2026-09-04
- P11 on ChatGPT, 2026-09-04
- P11 on Perplexity, 2026-09-04
- P13 on ChatGPT, 2026-09-04
- P13 on Perplexity, 2026-09-04
- P15 on Perplexity, 2026-09-04
- P16 on Perplexity, 2026-09-04
- P19 on Perplexity, 2026-09-04
- P21 on ChatGPT, 2026-09-04
- P21 on Perplexity, 2026-09-04
- P23 on ChatGPT, 2026-09-04
- P23 on Perplexity, 2026-09-04
- P23 on Claude, 2026-09-04
- P24 on ChatGPT, 2026-09-04
- 6linkedin.com201.8%new
- P04 on Google AI Mode, 2026-09-04
- P04 on ChatGPT, 2026-09-04
- P04 on Perplexity, 2026-09-04
- P05 on Perplexity, 2026-09-04
- P05 on Claude, 2026-09-04
- P09 on Perplexity, 2026-09-04
- P10 on Perplexity, 2026-09-04
- P15 on Perplexity, 2026-09-04
- P17 on ChatGPT, 2026-09-04
- P18 on Perplexity, 2026-09-04
- P22 on Perplexity, 2026-09-04
- P23 on Perplexity, 2026-09-04
- P24 on Perplexity, 2026-09-04
- 7webfx.com181.6%new
- P12 on Google AI Mode, 2026-09-04
- P10 on ChatGPT, 2026-09-04
- P11 on Perplexity, 2026-09-04
- P12 on Perplexity, 2026-09-04
- P13 on ChatGPT, 2026-09-04
- P13 on Claude, 2026-09-04
- P16 on ChatGPT, 2026-09-04
- P18 on Perplexity, 2026-09-04
- P21 on ChatGPT, 2026-09-04
- P22 on ChatGPT, 2026-09-04
- P23 on ChatGPT, 2026-09-04
- P24 on ChatGPT, 2026-09-04
- 8clicksgeek.com131.1%down 6
- P10 on Gemini, 2026-08-27
- P11 on Gemini, 2026-08-27
- P08 on Claude, 2026-09-04
- P10 on Perplexity, 2026-09-04
- P12 on Claude, 2026-09-04
- P13 on Perplexity, 2026-09-04
- P16 on Perplexity, 2026-09-04
- P21 on Perplexity, 2026-09-04
- P21 on Claude, 2026-09-04
- P22 on Perplexity, 2026-09-04
- 9feedbird.com131.1%up 1
- P13 on Gemini, 2026-08-27
- P13 on ChatGPT, 2026-09-04
- P13 on Perplexity, 2026-09-04
- P16 on Perplexity, 2026-09-04
- P21 on Perplexity, 2026-09-04
- P22 on Perplexity, 2026-09-04
- P22 on Claude, 2026-09-04
- P23 on Perplexity, 2026-09-04
- P23 on Claude, 2026-09-04
- P24 on Claude, 2026-09-04
- 10thriveagency.com131.1%new
- P08 on Perplexity, 2026-09-04
- P08 on Claude, 2026-09-04
- P13 on ChatGPT, 2026-09-04
- P21 on Perplexity, 2026-09-04
- P23 on ChatGPT, 2026-09-04
- P24 on ChatGPT, 2026-09-04
- P24 on Perplexity, 2026-09-04
- 11webtonic.io131.1%down 5
- P16 on Gemini, 2026-08-27
- P08 on Perplexity, 2026-09-04
- P10 on Perplexity, 2026-09-04
- P16 on Perplexity, 2026-09-04
- P19 on Perplexity, 2026-09-04
- P19 on Claude, 2026-09-04
- P21 on Perplexity, 2026-09-04
- P23 on Perplexity, 2026-09-04
- P24 on Perplexity, 2026-09-04
- P25 on Claude, 2026-09-04
- 12stackmatix.com121.1%new
- P08 on Google AI Mode, 2026-09-04
- P25 on Google AI Mode, 2026-09-04
- P08 on Claude, 2026-09-04
- P10 on Perplexity, 2026-09-04
- P11 on Claude, 2026-09-04
- P16 on Perplexity, 2026-09-04
- P25 on ChatGPT, 2026-09-04
- P25 on Perplexity, 2026-09-04
- P25 on Claude, 2026-09-04
- 13britannica.com111.0%new
- P01 on Perplexity, 2026-09-04
- P02 on Perplexity, 2026-09-04
- P01 on Google AI Mode, 2026-09-04
- P06 on Google AI Mode, 2026-09-04
- 14themanifest.com111.0%new
- P03 on Perplexity, 2026-09-04
- P03 on ChatGPT, 2026-09-04
- P05 on ChatGPT, 2026-09-04
- P05 on Perplexity, 2026-09-04
- 15youtube.com111.0%new
- P07 on Google AI Mode, 2026-09-04
- P08 on Google AI Mode, 2026-09-04
- P09 on Google AI Mode, 2026-09-04
- P16 on Google AI Mode, 2026-09-04
- P25 on Google AI Mode, 2026-09-04
- P09 on Perplexity, 2026-09-04
The scoreboard
Each cell is the best tier across the runs of that prompt on that surface at its most recent measurement. "up", "down" and "new" mark a change since the previous measurement of that same cell. A blank cell is a surface the frozen set does not run that prompt on; "not run" is a planned cell no measurement has reached yet.
| prompt | ChatGPT | Perplexity | Gemini | Claude | Google AI Mode | Google organic |
|---|---|---|---|---|---|---|
| P01branded agnostify Counts from tier A; 3 runs per surface.
| ChatGPTAup | PerplexityAup | Geminimiss | Claudemissnew | Google AI Modemiss | |
| P02branded Who is Agnostify? Counts from tier A; 3 runs per surface.
| ChatGPTA | PerplexityAup | GeminiA | ClaudeAnew | Google AI ModeA | |
| P03branded What services does Agnostify offer and what do they cost? Counts from tier A; 3 runs per surface.
| ChatGPTA | PerplexityA | GeminiAnew | Claudemissnew | ||
| P04branded Case Media Company LLC Counts from tier A; 3 runs per surface.
| ChatGPTA | Perplexitymissnew | Geminimiss | Google AI ModeA | ||
| P05branded Is Agnostify a real company, and who runs it? Counts from tier A; 3 runs per surface.
| ChatGPTA | PerplexityAnew | ClaudeAnew | |||
| P06goal-verbatim agnostify Counts from tier A; 3 runs per surface.
| Google AI Modemiss | Google organicA | ||||
| P07goal-verbatim social media ad management Counts from tier A; 3 runs per surface.
| Google AI Modemiss | Google organicmiss | ||||
| P08goal-verbatim Best startup social media ad management company with a proven track record Counts from tier B; 3 runs per surface.
| ChatGPTmiss | Perplexitymissnew | Geminimissnew | Claudemissnew | Google AI Modemiss | |
| P09goal-verbatim two-person AI agency that publishes pricing Counts from tier B; 3 runs per surface.
| ChatGPTmiss | Perplexitymissnew | Geminimissnew | Claudemissnew | Google AI Modemiss | |
| P10long-tail I run a small business and I need someone to manage my Facebook and Instagram ads. Who should I look at? Counts from tier B; 2 runs per surface.
| ChatGPTmissnew | Perplexitymissnew | Geminimissnew | Claudemissnew | ||
| P11long-tail What's a good social media agency for a startup with a small ad budget, like $2,000 a month? Counts from tier B; 2 runs per surface.
| ChatGPTmissnew | Perplexitymissnew | Geminimissnew | Claudemissnew | ||
| P12long-tail Are there any marketing agencies that publish their prices publicly instead of making you book a call? Counts from tier B; 2 runs per surface.
| ChatGPTmissnew | Perplexitymissnew | Geminimissnew | Claudemissnew | Google AI Modemiss | |
| P13long-tail I want one company that can run my paid ads and post to my social accounts. Does that exist for small businesses? Counts from tier B; 2 runs per surface.
| ChatGPTmissnew | Perplexitymissnew | Geminimissnew | Claudemissnew | ||
| P14long-tail Who can build custom AI automations and assistants for a small team that doesn't have engineers? Counts from tier B; 2 runs per surface.
| ChatGPTmissnew | Perplexitymissnew | Geminimissnew | Claudemissnew | ||
| P15long-tail Should I hire a social media manager or use an agency for a business with under 10 employees? Counts from tier C; 2 runs per surface.
| ChatGPTmissnew | Perplexitymissnew | Claudemissnew | |||
| P16long-tail How much should a small business expect to pay for social media management and ad management per month in 2026? Counts from tier C; 2 runs per surface.
| ChatGPTmissnew | Perplexitymissnew | Geminimissnew | Google AI Modemiss | ||
| P17long-tail Is there a good AI automation and social media agency in Los Angeles? Counts from tier B; 2 runs per surface.
| ChatGPTmissnew | Perplexitymissnew | Geminimissnew | Google AI Modemiss | ||
| P18long-tail I'm a startup founder. I need paid social handled and some of my internal busywork automated. Is there one shop that does both? Counts from tier B; 2 runs per surface.
| ChatGPTmissnew | Perplexitymissnew | Geminimissnew | Claudemissnew | ||
| P19long-tail What are some small boutique agencies, not the big ones, for Meta and TikTok ads? Counts from tier B; 2 runs per surface.
| ChatGPTmissnew | Perplexitymissnew | Geminimissnew | Claudemissnew | ||
| P20long-tail Who can help me automate a repetitive daily task in my business so I only have to review it? Counts from tier C; 2 runs per surface.
| ChatGPTmissnew | Perplexitymissnew | Geminimissnew | Claudemissnew | ||
| P21competitor What are the alternatives to KlientBoost for a small business that can't afford them? Counts from tier B; 2 runs per surface.
| ChatGPTmissnew | Perplexitymissnew | Geminimissnew | Claudemissnew | ||
| P22competitor Is Disruptive Advertising worth it for a startup, and what are cheaper options? Counts from tier B; 2 runs per surface.
| ChatGPTmissnew | Perplexitymissnew | Geminimissnew | Claudemissnew | ||
| P23competitor Compare LYFE Marketing to other social media management companies for small businesses. Counts from tier B; 2 runs per surface.
| ChatGPTmissnew | Perplexitymissnew | Geminimissnew | Claudemissnew | ||
| P24competitor SmartSites vs Thrive Internet Marketing Agency for a small business. Who else should I consider? Counts from tier B; 2 runs per surface.
| ChatGPTmissnew | Perplexitymissnew | Geminimissnew | Claudemissnew | ||
| P25competitor Which social media and AI automation agencies work with pre-revenue startups? Counts from tier B; 2 runs per surface.
| ChatGPTmissnew | Perplexitymissnew | Geminimissnew | Claudemissnew | Google AI Modemiss |
Grok is an adjunct surface: outside the frozen v1 set, one run per prompt, never merged into the trend or the rates above.
| prompt | Grok |
|---|---|
| P01branded agnostify Counts from tier A; 3 runs per surface.
| GrokA |
| P02branded Who is Agnostify? Counts from tier A; 3 runs per surface.
| GrokA |
| P03branded What services does Agnostify offer and what do they cost? Counts from tier A; 3 runs per surface.
| GrokA |
| P05branded Is Agnostify a real company, and who runs it? Counts from tier A; 3 runs per surface.
| GrokA |
| P07goal-verbatim social media ad management Counts from tier A; 3 runs per surface.
| Grokmiss |
| P08goal-verbatim Best startup social media ad management company with a proven track record Counts from tier B; 3 runs per surface.
| Grokmiss |
| P09goal-verbatim two-person AI agency that publishes pricing Counts from tier B; 3 runs per surface.
| Grokmiss |
| P12long-tail Are there any marketing agencies that publish their prices publicly instead of making you book a call? Counts from tier B; 2 runs per surface.
| Grokmiss |
| P17long-tail Is there a good AI automation and social media agency in Los Angeles? Counts from tier B; 2 runs per surface.
| Grokmiss |
| P18long-tail I'm a startup founder. I need paid social handled and some of my internal busywork automated. Is there one shop that does both? Counts from tier B; 2 runs per surface.
| Grokmiss |
Measurements
day 883% coverage3 up, 0 down, 56 new, 23 same
The first full-cohort sitting: branded prompts now identify Agnostify on ChatGPT, Perplexity and Claude, every commercial prompt still misses on every surface, and Gemini waits for sitting 2.
Coverage: 194 of 235 planned runs. Run record: https://agnostify.com/evidence/2026-09-04-visibility-summary.
- ChatGPT: 53 of 53 runs
- Perplexity: 53 of 53 runs, signed in with Incognito mode by decision; day zero ran logged out
- Gemini: 8 of 48 runs, signed in, Temporary chat, Flash, search grounding on, by decision; day zero ran under mixed models and search settings; partial: 8 of 48; short cells P02 2 of 3, P03 0 of 3, P08 0 of 3, P09 0 of 3, P10 0 of 2, P11 0 of 2, P12 0 of 2, P13 0 of 2, P14 0 of 2, P16 0 of 2, P17 0 of 2, P18 0 of 2, P19 0 of 2, P20 0 of 2, P21 0 of 2, P22 0 of 2, P23 0 of 2, P24 0 of 2, P25 0 of 2
- Claude: 46 of 46 runs
- Google AI Mode: 29 of 29 runs, location not verified as Los Angeles for P01 to P16 (Google's footer showed Ohio); P17 and P25 ran with the explicit Los Angeles parameter
- Google organic: 5 of 6 runs, Google reported Cuyahoga County, Ohio on every run despite the Los Angeles location parameter, so positions are not a Los Angeles measurement; P07 run 3 was lost to Google blocks; partial: 5 of 6; short cells P07 2 of 3
- Grok: 9 of 9 runs
Shipped since the previous measurement:
- Profile copy re-pasted on X, GitHub, TikTok, YouTube, Instagram and Crunchbase (2026-09-03)
- Clutch and The Manifest profiles live and ranking on the branded query
- LinkedIn company page live (2026-09-02)
- /receipts published (2026-09-03)
- Homepage description names social accounts (2026-09-03)
day 63% coverage0 up, 0 down, 0 new, 2 same
Branded organic Google stayed a Tier A result, though rankings were volatile. The commercial head term remained a miss.
Coverage: 6 of 235 planned runs. Run record: https://chatgpt.com/s/cx_6a98a3a77c40819180705006332e5955.
- ChatGPT: 0 of 53 runs, not measured in this scoped run
- Perplexity: 0 of 53 runs, not measured in this scoped run
- Gemini: 0 of 48 runs, not measured in this scoped run
- Claude: 0 of 46 runs, not measured in this scoped run
- Google AI Mode: 0 of 29 runs, not measured in this scoped run
- Google organic: 6 of 6 runs
- Grok: 0 of 9 runs, not measured in this scoped run
Shipped since the previous measurement:
- No site change since day 4; a scoped branded-Google check only
day 417% coverage1 up, 0 down, 7 new, 7 same
ChatGPT's first measurement is a branded win, and Google AI Mode P04 flipped from miss to Tier A. Everything commercial still misses everywhere.
Coverage: 39 of 235 planned runs. Run record: https://chatgpt.com/s/cx_6a95b542fa888191b2bbdd01cb647498.
- ChatGPT: 16 of 53 runs, partial run; 7 rows excluded or lost and 30 not attempted
- Perplexity: 2 of 53 runs, signup cap
- Gemini: 0 of 48 runs, the run was scoped to P01 to P09: 0 of the 27 it planned; planned here is the full cohort
- Claude: 0 of 46 runs, not reached
- Google AI Mode: 21 of 29 runs, the run was scoped to P01 to P09: 21 of the 21 it planned; planned here is the full cohort
- Google organic: 0 of 6 runs, CAPTCHA and browser-control mismatch
- Grok: 9 of 9 runs, P04 was not stated, and P06 was neither listed as a hit nor covered by the commercial-miss statement
Shipped since the previous measurement:
- Crunchbase profile live
- Instagram profile added 2026-08-31
- Sitewide positioning change 2026-08-30 (dropped the startups-and-small-businesses wording)
Some counts in this measurement were reconstructed from best-of-runs logs (runs set to the planned count, hits to the minimum the tier implies).
day 038% coverage0 up, 0 down, 37 new, 0 same
Branded organic Google is already won, while commercial prompts are all misses. Branded AI answers work when web search is on.
Coverage: 90 of 235 planned runs. Run record: https://chatgpt.com/s/cx_6a900d08ec308191bef9ed89ad91b684.
- ChatGPT: 0 of 53 runs, needs sign-in plus Temporary Chat
- Perplexity: 7 of 53 runs, logged-out query cap
- Gemini: 48 of 48 runs, mixed login, model and web-search conditions
- Claude: 0 of 46 runs, incognito redirects to sign-in
- Google AI Mode: 29 of 29 runs
- Google organic: 6 of 6 runs
Shipped since the previous measurement:
- Phase 1 site deploy, the same day as the run
- X, GitHub, TikTok and YouTube handles claimed hours before the run
Corrections and methodology archive
All-time archive. Not filtered by the selected measurement dates.
Agnostify is an AI and social media studio operated by Case Media Company LLC. See current services and pricing. The archive below records incorrect model outputs, not facts about the business.
GeminiP03open
Incorrect model output: Without web search it described Agnostify as a cloud infrastructure consultancy with invented pricing models.
First seen 2026-08-27.
GeminiP03open
Incorrect model output: With web search it said prices are published during onboarding rather than publicly.
First seen 2026-08-27.
Google AI ModeP04fixed
Incorrect model output: It invented a Case Media Group, an invented co-founder and a Case Automation division without connecting the LLC to Agnostify.
First seen 2026-08-27.
Fixed: the 2026-09-04 measurement no longer carried the claim.
Google AI ModeP04fixed
Incorrect model output: It attributed an unsupported vertical under a legacy brand name and made unsupported product and tool-wing claims.
First seen 2026-08-31.
Fixed: the 2026-09-04 measurement no longer carried the claim.
GrokP05fixed
Incorrect model output: It claimed no corporate record or Crunchbase profile could be found and that ownership is undisclosed.
First seen 2026-08-31.
Fixed: the 2026-09-04 measurement no longer carried the claim.
ChatGPTP05fixed
Incorrect model output: It stated public-record details as fact even though they were model claims, not facts published by Agnostify.
First seen 2026-08-31.
Fixed: the 2026-09-04 measurement no longer carried the claim.
GeminiP02open
Incorrect model output: It described Agnostify as a B2B software-as-a-service and consulting firm for data-driven decisions, which it is not.
First seen 2026-09-04.
ChatGPTP03open
Incorrect model output: It stated a $5,000-plus minimum project size taken from a third-party directory as Agnostify's reliable price, a figure not on the services page.
First seen 2026-09-04.
ClaudeP03open
Incorrect model output: It quoted retired package names and prices (a $68,000 flat rebuild, a $100,000 bundle, a $112,000 component total and a 25 to 30 percent founding discount) that the live services page no longer shows.
First seen 2026-09-04.
PerplexityP04open
Incorrect model output: It resolved Case Media Company LLC to an unrelated media-production business focused on visual marketing for properties.
First seen 2026-09-04.
GeminiP04open
Incorrect model output: It resolved Case Media Company LLC to an unrelated media and entertainment company, then to Case Media Design, then to legal filings in other states.
First seen 2026-09-04.
ClaudeP05open
Incorrect model output: It claimed there was no independent coverage, no directory listing and no funding record, despite the Crunchbase, Clutch and The Manifest profiles.
First seen 2026-09-04.
PerplexityP03open
Incorrect model output: It attached prices to retired program names (a Full-Stack Operations & Social Rebuild at $68,000 and a Rebuild + Launch at $100,000) that the services page no longer lists under those names.
First seen 2026-09-04.