Across 8 recorded scans from 21 August 2026 to 4 October 2026, Firmoo's single-scan score moved from 0.0% to 1.3%, up 1.3 percentage points. Latest recorded scan 1.3% on 4 October 2026; combined-window score 0.7%.
View recorded scan history
Individual recorded scans. Each row is one scan on one date. The published combined-window score is 0.7% over 21 August 2026 – 4 October 2026, measured across every answer in that window — a different sample from any single row below.
Scan date
Single-scan score
21 August 2026
0.0%
24 August 2026
0.7%
30 August 2026
0.4%
6 September 2026
1.1%
13 September 2026
0.7%
20 September 2026
0.9%
27 September 2026
0.4%
4 October 2026
1.3%
Latest scan = one scan. Overall visibility = all answers in the published window.
Visibility across AI platforms
Share of answers naming this brand
ChatGPT
0.5%
Perplexity
0.4%
AI Overviews
1.2%
21 August 2026 – 4 October 2026 (scans 1–8)
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It appears in 1.2% of collected Google AI Overviews answers and 0.4% of Perplexity answers: a difference of 0.8 percentage points within the published window. This describes where mentions occur; it does not establish why the platforms differ.
Named across 8 of 150 questions.
Firmoo appears in at least one collected answer to 5.3% of the tracked questions. That is question coverage; the 0.7% visibility score measures its share of individual answers.
Across 8 published scans, visibility ranged from 0.0% to 1.3%. The latest scan was 1.3% on 4 October 2026. Individual scan scores and the published-window score describe different samples.
The brand is named in at least one collected answer to each of these questions.
Best affordable glasses frames US
Best affordable prescription glasses US
Best budget eyewear brands US
Best online eyewear brands US
Best online eyewear stores US
Best place to get glasses Seattle
Examples from the published question set. A mention on one platform does not mean every platform names the brand.
Other brands in these answers
Prompts that surface other brands
Different shopping needs can bring other brands into view. An absence here does not necessarily signal a problem.
Best online sunglasses shopping US (EyeBuyDirect, goodr, GlassesUSA)
Best polarized sunglasses US (Maui Jim, Knockaround, goodr)
What sunglasses brands do Americans actually wear (Maui Jim, Costa Del Mar, Warby Parker)
Best American glasses brands (Pair Eyewear, Randolph Engineering, Vint & York)
Best American sunglasses brands (Randolph Engineering, Maui Jim, Costa Del Mar)
Best Instagram famous sunglasses brands US (Quay Australia, Le Specs, Warby Parker)
Competitor names are shown where they appear in the collected examples.
Recorded AI questions and answers
Recorded examples from the scan. Each card pairs a shopper’s prompt with an excerpt from the AI response.
Google AI Overviews
The question asked
Cheapest place to buy glasses US
From the recorded answer
Firmoo: Frequently runs promotions such as BOGO (Buy One, Get One) free deals, with budget frames starting around $19.00 to $24.99 before lens discounts.
Read recorded answer
Recorded answer text · Google AI Overviews · 4 October 2026
The cheapest place to buy glasses in the US is online through budget retailers like Zenni Optical, where complete prescription glasses start at just $6.95.
### Top Budget Online Retailers
- Zenni Optical: Frames with basic prescription single-vision lenses start at $6.95, with shipping fees typically around $6.95. Reviewers on Zenni Optical note that despite the low cost, the build quality and prescription accuracy hold up well for daily wear.
- Firmoo: Frequently runs promotions such as BOGO (Buy One, Get One) free deals, with budget frames starting around $19.00 to $24.99 before lens discounts.
- GlassesShop: Offers select cheap frames starting as low as $5.95 prior to adding prescription upgrades.
- Eyebuydirect: Features trendy frames with basic lenses starting around $9.00.
### Budget In-Store Retailers
If you prefer buying in person rather than online:
- Walmart Vision Center: Basic plastic single-vision prescription glasses start around $29.00, making it one of the most affordable brick-and-mortar options.
- America's Best: Offers promotional packages such as two pairs of complete glasses plus a basic eye exam bundled for around $95.00.
To help narrow down the best choice for you, please let me know:
- What type of lenses do you need (single-vision, progressive, or reading)?
- Do you prefer shopping online or going to a physical store?
- What is your target budget for the complete pair?
ChatGPT
The question asked
Best affordable glasses frames US
From the recorded answer
### Firmoo Square Glasses …
Read recorded answer
Recorded answer text · ChatGPT · 4 October 2026
Best affordable glasses frames in the US right now:
### Zenni Square Glasses
$6.95
### EyeBuyDirect Rectangle Glasses
$9.00
### Firmoo Square Glasses
$21.99
### Payne Glasses Classic Square
$5.95
### Zeelool Harrell Square
$15.00
- Zenni - best overall budget choice; frames start around $7, with many under $30. www.ncoa.org
- EyeBuyDirect - excellent value and lots of stylish options; frames/complete pairs can start around $6-$9. www.goodhousekeeping.com
- Firmoo - very inexpensive and fashion-forward; good for trendy frames.
- Payne Glasses - some frames around $6.
- GlassesUSA - better if you want insurance + designer brands; less budget-focused. www.ncoa.org
My pick: Zenni for the lowest price; EyeBuyDirect if you want slightly more fashionable choices.
If you tell me men/women/unisex + face shape + preferred style (square, round, cat-eye, aviator, etc.) + budget, I can find 10 specific frames.
Perplexity
The question asked
Best online eyewear stores US
From the recorded answer
Firmoo - appears as a budget-friendly alternative in some roundups, though it is mentioned less consistently than the four above.
Read recorded answer
Recorded answer text · Perplexity · 20 September 2026
If you want the best online eyewear stores in the US, the most consistently recommended options are GlassesUSA, EyeBuyDirect, Zenni Optical, and Warby Parker. Different reviewers rank them slightly differently, but these four appear most often across recent lists and tests.
- GlassesUSA - frequently rated best overall for combining a broad selection, designer/budget mix, and strong all-around value.
- EyeBuyDirect - often picked for budget-friendly pricing and a wide selection of styles.
- Zenni Optical - commonly recommended as the best value or cheapest option for basic prescription glasses.
- Warby Parker - often favored for try-on experience and a polished shopping process, with several reviewers naming it the top overall or most popular choice.
- Firmoo - appears as a budget-friendly alternative in some roundups, though it is mentioned less consistently than the four above.
If you want the quickest recommendation:
- Best overall: GlassesUSA.
- Best budget: Zenni Optical.
- Best wide selection on a budget: EyeBuyDirect.
- Best if you value try-on tools and brand experience: Warby Parker.
If you want, I can also give you a ranked list by budget, designer frames, or insurance/FSA/HSA compatibility.
Excerpts from collected AI answers. AI claims are evidence of the response, not verified brand facts.
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This is a sample of AI responses. Answers vary by platform and date; visibility does not measure sales or product quality.
Overall visibility combines answers within the published dates. Some market series accumulate scans from launch; others use four-scan cycles. A new cycle changes the scoring window, while individual scan history is retained. Compare the dates and sample sizes before comparing periods.
In the Found by Flux AI Visibility Index, Firmoo ranks #25 among 37 tracked brands for Eyewear & Sunglasses · United States (21 August 2026 – 4 October 2026). Its visibility is 0.7%. It was named in 25 of 3,598 AI answers across 8 of 150 tracked questions, averaging position 3.2 when mentioned.
Source: Found by Flux · ChatGPT, Perplexity and Google AI Overviews. Visibility measures mentions in this sample, not sales or recommendation quality.
The scores, explained.
The scope, scores and comparisons behind this brand profile.
What is this brand’s AI Visibility Score?
Found by Flux records 0.7% AI visibility for Firmoo in Eyewear & Sunglasses · United States, measured over 21 August 2026 – 4 October 2026. It ranks #25 among 37 tracked brands.
How often does AI mention this brand?
Firmoo was named in 25 of 3,598 collected AI answers, across 8 of 150 tracked questions, for Eyewear & Sunglasses · United States (21 August 2026 – 4 October 2026). A mention can include a comparison or qualification; it is not necessarily a recommendation.
How is the AI Visibility Score calculated?
Found divides the number of collected answers naming Firmoo by all 3,598 answers in the published Eyewear & Sunglasses · United States sample, then multiplies by 100. The same question set is used across ChatGPT, Perplexity and Google AI Overviews. See the Found methodology for the scope and limitations.