Public competitive baseline
Allbirds is making the shortlist. AI still isn’t consistently giving buyers a reason to prefer it.
That is not a visibility problem. It is a preference problem.
Based on 10 answers from 1 of 5 assistants, recorded by us before contacting you — nothing here came from your team. The full record behind it is complete and available to you.
Not what you expected?
Every prompt, answer and source behind this page is on record.
If something here looks wrong, we will walk your team through how it was
recorded — question by question.
Ask us to show the record →
The question a buyer asked
“What is the best sustainable shoes provider?”
Allbirds was the recommended choice in this answer.
The buyer is choosing a vendor at this point, not browsing.
vendor selection
Read the full answer the buyer would see
There are several brands known for their commitment to sustainability in footwear. Here are some of the best sustainable shoe providers:
1. **Allbirds**: Known for their eco-friendly materials, Allbirds uses merino wool, eucalyptus tree fibers, and sugarcane in their shoes. They focus on reducing their carbon footprint and have a transparent supply chain.
2. **Veja**: This French brand is recognized for its sustainable sourcing of materials, including organic cotton, wild rubber from the Amazon, and recycled materials. Veja emphasizes ethical production practices.
3. **Native Shoes**: Native Shoes produces lightweight, comfortable footwear using eco-friendly materials. They have a program called "Native Shoes Remix," which encourages recycling old shoes into new products.
4. **Rothy's**: Rothy's creates stylish shoes from recycled plastic water bottles. Their production process minimizes waste, and they offer a take-back program for recycling worn-out shoes.
5. **TOMS**: Known for their "One for One" model, TOMS has expanded its focus on sustainability by using eco-friendly materials and practices in their shoe production.
6. **Sole Rebels**: This Ethiopian brand creates shoes using local artisans and sustainable materials, such as recycled tires for soles. They aim to provide fair wages and support local communities.
7. **Nisolo**: Nisolo focuses on ethical production and sustainability, offering a range of stylish shoes made from responsibly sourced materials. They also prioritize fair wages for their workers.
8. **Keen**: Keen is known for its durable outdoor footwear and has made significant strides in sustainability, including using recycled materials and implementing eco-friendly manufacturing processes.
When choosing a sustainable shoe provider, consider factors such as materials, production practices, and the brand's overall commitment to environmental and social responsibility.
ChatGPT · gpt-4o-mini · 2026-08-22
Where Allbirds stops moving
Across the 10 answers recorded in this baseline.
AI is talking about Allbirds without citing Allbirds.
Every answer we recorded, and where it came from.
10
answers that describe Allbirds to a buyer
→
0
of them cite an official Allbirds source
If AI is going to explain your company to a buyer,
whose version of the facts is it using?
Two more questions we recorded
Ranked by how close each sits to a purchase decision.
“Recommended sustainable shoes providers with strong enterprise support”
Allbirds came out on top here.
When looking for sustainable shoe providers that also offer strong enterprise support, consider the following brands and companies:
1. **Allbirds**: Known for their eco-friendly materials and transparent supply chain, Allbirds offers a range of sustainable footwear. They have a strong commitment to sustainability and provide resources for businesses looking to partner with them.
2. **Veja**: This French brand is recognized for its commitment to fair trade and sustainable materials. Veja offers a variety of styles and has a strong focus on ethical production practices, making them a great choice for enterprises looking to align with sustainable values.
3. **TOMS**: While primarily known for their slip-on shoes, TOMS has expanded into various footwear styles. They have a strong social mission and offer enterprise partnerships that focus on giving back to communities.
4. **Native Shoes**: Native Shoes focuses on creating lightweight, comfortable footwear using sustainable materials. They offer a "Plant Shoe" line made from biodegradable materials and have enterprise solutions for bulk orders.
5. **Rothy's**: Rothy's produces stylish shoes made from recycled plastic bottles. They have a strong commitment to sustainability and offer options for corporate gifting and partnerships.
6. **SoleRebels**: This Ethiopian brand creates shoes from recycled and sustainable materials while providing fair wages to local artisans. They offer unique styles and can support enterprises looking for ethical sourcing.
7. **Nisolo**: Nisolo focuses on ethical production and sustainability, offering a range of stylish shoes. They have a strong commitment to transparency and provide support for businesses interested in sustainable practices.
8. **Keen**: Known for their outdoor footwear, Keen emphasizes sustainability in their materials and manufacturing processes. They have programs that support corporate partnerships and sustainability initiatives.
9. **Clarks**: Clarks has made strides in sustainability with their eco-friendly collections. They offer enterprise support for bulk orders and have initiatives focused on reducing their environmental impact.
10. **Etnies**: This skate shoe brand has a strong commitment to sustainability, using recycled materials and eco-friendly practices. They offer enterprise solutions for businesses looking to promote sustainable footwear.
When considering these providers, it's essential to reach out directly to discuss specific enterprise needs, such as bulk orders, customization, and sustainability initiatives.
ChatGPT · 2026-08-22
“Top sustainable shoes companies to consider in the US”
Allbirds came out on top here.
There are several companies in the U.S. that focus on sustainable footwear, using eco-friendly materials and ethical manufacturing practices. Here are some top sustainable shoe brands to consider:
1. **Allbirds**: Known for its comfortable and stylish shoes made from natural materials like merino wool and eucalyptus tree fibers. Allbirds emphasizes sustainability in its production processes.
2. **Veja**: A French brand with a strong presence in the U.S., Veja produces sneakers using organic cotton, wild rubber from the Amazon, and recycled materials. They are committed to transparency and ethical sourcing.
3. **Rothy's**: Rothy's creates stylish shoes and accessories from recycled plastic bottles. Their production process minimizes waste, and they offer a recycling program for their products.
4. **TOMS**: Famous for its slip-on shoes, TOMS has expanded its line to include various styles. The company is committed to social responsibility and sustainability, using eco-friendly materials and practices.
5. **Native Shoes**: This brand focuses on lightweight, comfortable footwear made from sustainable materials. They have a "Leave Nothing" philosophy, aiming to create a circular economy with their products.
6. **Sole Rebels**: This Ethiopian brand produces shoes using recycled materials and traditional artisan techniques. They focus on fair trade practices and empowering local communities.
7. **Keen**: Known for outdoor footwear, Keen emphasizes sustainability through responsible sourcing of materials and environmentally friendly manufacturing processes.
8. **OluKai**: This brand specializes in footwear inspired by Hawaiian culture, using sustainable materials and ethical manufacturing practices. They also support local communities and environmental initiatives.
9. **Saola**: Saola creates stylish sneakers made from recycled materials, including plastic bottles and algae. They focus on reducing their environmental impact while offering trendy designs.
10. **Nisolo**: Nisolo produces ethically made shoes and accessories, focusing on fair wages and sustainable practices. They offer a range of styles, from casual to formal.
When considering sustainable footwear, it's essential to look for brands that prioritize eco-friendly materials, ethical labor practices, and transparency in their supply chains.
ChatGPT · 2026-08-22
Your platform measures the outcome.
We work on what produces it.
You already know where you stand. What
measurement does not show is what the answer was assembled from.
Measure
- Visibility
- Mentions
- Competitor position
- Trends
What we work on
- Which facts about you an assistant can find
- Whether they come from a source it will use
- Where your own version is missing from the answer
- How that changes across the questions that matter
What decides the answer
Nobody tells an assistant which sources to trust. It decides that
on every single answer — and the only thing you control is what it finds
about you when it looks.
What it reads
Third-party write-ups, retailer pages, forums, review sites —
10 of the 10 answers we recorded were built this way.
What it doesn’t
Your own published facts. Across this baseline, an official
Allbirds source was cited 0 times.
What that means
The version of Allbirds a buyer hears is assembled from other
people’s descriptions of you, not from yours.
This is the part your monitoring platform reports on but does not
reach. We work on the layer underneath it: which facts about Allbirds are
available to an assistant, in what form, from a source it will actually use.
What you actually get
Not a report and not a dashboard of scores. A maintained layer of
facts about Allbirds that an assistant can find, plus the record of what
it does with them.
/fact-center
Facts, with their state
Product line & categories
verified
Certifications held
verified
Positioning vs alternatives
needs review
Pricing & availability
not published
/company/allbirds
Machine-readable profile
.jsonld.yaml
.md.txt
.html
Structured factslive
Verification statelive
Recent changeslive
/monitoring
What the answers do next
“What is the best sustainable shoes provider?…”
tracked
10answers on record
0
cite you today
So: software, not a report. The record you see on this page
is the starting point. What you run afterwards is a maintained fact layer for
Allbirds and continuous monitoring of what assistants do with it.
456 / 1,501
company domains we scanned already publish a machine-readable
fact layer or explicit rules for AI systems
Measuring and managing are two different jobs
Measuring tells you the score. It does
not change what the score is calculated from. Both matter — and only one
of them is something you can act on.
Allbirds already publishes a fact layer. The question is whether it says what you would want it to say.
What your team takes into a budget review
01
The answers themselves
Quotable, each with its date and the assistant that
produced it.
02
The source gap
10 answers describe Allbirds;
0 of them cite Allbirds.
03
Where the brand stops moving
Mentioned 10 → recommended
1 → preferred 10.
04
What is actually controllable
Which facts about Allbirds an assistant can reach,
and which it cannot.
Every line above traces back to a recorded answer with a
timestamp and a provider — which is what holds up in a review, unlike a
score whose method nobody can see.
The uncomfortable part
You already have the
score. If a competitor keeps winning the same commercial questions:
- Do you know why?
- Can you change one thing without changing everything else?
- Can you prove that it moved the outcome?
- Can you repeat it?
If the answer is no, that is a reporting system, not a
growth system.
Fix what assistants say about you
Every prompt, every answer in full, every source behind it, broken down by
assistant. It is a record about Allbirds, so we release it to a
verified allbirds.com address rather than publishing it.
Fix this →
The record stays with your team. Keep Profound, Scrunch, Peec, Semrush or
whatever you use now — this works on the layer underneath what they
measure, and does not replace them.
Who sees this record
Released to a verified allbirds.com address only. Not
indexed, not published, not shared with third parties.
Built for regulated work
We already run this method for FDA- and FCC-regulated
manufacturers, where a claim about a product has to survive scrutiny.
Every claim is traceable
Each statement links to the answer it came from, with the
provider and the timestamp. Nothing here is a modelled estimate.
Assistants in this baseline
ChatGPT10 answers recorded
ClaudeNot included in this run
GeminiNot included in this run
PerplexityNot included in this run
GrokNot included in this run
Running your own prompt set covers all 5 — request full coverage.
AuthorityPrompt
We maintain the layer of verified company facts that AI
assistants read, and we track what they say afterwards.
Where we are
AuthorityPrompt is now in ChatGPT and Codex
Security
- SOC 2
- SSO for team accounts
- Data encrypted in transit and at rest
Your record
- Released to verified company domains only
- Never indexed or resold
- Deleted on request
How this was measured
| Buying questions | 10 |
| Answers recorded | 10 |
| Requests attempted | 50 |
| Assistants that answered | ChatGPT |
| Recorded | 2026-08-22 09:37 UTC |
Every answer is reproduced as the assistant returned it at the time shown,
with the classification shown next to the answer it came from — so your
team can check it line by line, and quote it where a number without a method
would not hold up. Each answer carries the assistant, the date and the
sources it drew on, so a business case can be built on the record rather
than on an estimate.
Independent AuthorityPrompt profile based on publicly available sources. This company has not claimed or verified this profile and is not an AuthorityPrompt customer.