Public competitive baseline

REI 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.

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The question a buyer asked

“What is the best retailer provider?”

REI did not appear in the answer.

The buyer is choosing a vendor at this point, not browsing.

vendor selection

Read the full answer the buyer would see

Determining the "best" retailer provider can vary widely depending on several factors, including the type of products you're looking for, customer service, pricing, shipping options, and personal preferences. Here are some well-regarded retailers across different categories: 1. **General Merchandise**: - **Amazon**: Known for its vast selection, competitive pricing, and fast shipping options (especially for Prime members). - **Walmart**: Offers a wide range of products at low prices and has a strong physical presence. 2. **Clothing and Fashion**: - **Zappos**: Renowned for excellent customer service and a generous return policy. - **ASOS**: Popular for trendy clothing and a wide variety of brands. 3. **Electronics**: - **Best Buy**: Offers a good selection of electronics with knowledgeable staff and customer service. - **Newegg**: Known for computer parts and tech products, often with competitive pricing. 4. **Home Goods**: - **Target**: Offers a variety of home goods, clothing, and groceries, often with stylish options. - **IKEA**: Known for affordable furniture and home decor. 5. **Groceries**: - **Costco**: Offers bulk items at competitive prices, with a membership model. - **Whole Foods**: Known for organic and high-quality food options. 6. **Online Marketplaces**: - **eBay**: Great for finding unique items, second-hand goods, or collectibles. - **Etsy**: Focuses on handmade and vintage items, supporting small businesses. Ultimately, the best retailer for you will depend on your specific needs and preferences. It's often helpful to read reviews, compare prices, and consider factors like shipping and return policies before making a decision.

ChatGPT · gpt-4o-mini · 2026-08-24

Where REI stops moving

Across the 10 answers recorded in this baseline.

Mentioned

Shortlisted

Recommended

Preferred

AI is talking about REI without citing REI.

Every answer we recorded, and where it came from.

answers that describe REI to a buyer

→

of them cite an official REI 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.

“Which retailer platform would you recommend for an enterprise?”

REI never came up in this answer.

Choosing the right retail platform for an enterprise depends on various factors, including the specific needs of the business, budget, scalability, and the types of products being sold. Here are some popular enterprise-level retail platforms that are highly regarded: 1. **Shopify Plus**: Ideal for high-volume merchants, Shopify Plus offers a robust set of features, scalability, and ease of use. It supports multiple sales channels and has a wide range of integrations. 2. **Magento (Adobe Commerce)**: Known for its flexibility and customization options, Magento is suitable for businesses with complex needs. It offers powerful features for managing large catalogs and multiple stores. 3. **BigCommerce**: This platform is designed for growth and scalability, with strong SEO capabilities and a variety of built-in features. It’s a good choice for B2B and B2C businesses. 4. **Salesforce Commerce Cloud**: A comprehensive solution that integrates well with other Salesforce products. It’s ideal for enterprises looking for a robust CRM and eCommerce solution. 5. **SAP Commerce Cloud**: Part of the SAP ecosystem, this platform is suitable for large enterprises that require extensive customization and integration with other SAP solutions. 6. **Oracle Commerce Cloud**: This platform offers a wide range of features for B2B and B2C businesses, including personalization and advanced analytics. 7. **WooCommerce (with WordPress)**: While primarily known as a plugin for WordPress, WooCommerce can be scaled for enterprise use with the right hosting and extensions. It’s highly customizable but may require more technical expertise. 8. **Odoo**: An open-source ERP that includes eCommerce capabilities. It’s suitable for businesses looking for an all-in-one solution that integrates eCommerce with other business functions. 9. **VTEX**: A cloud-based platform that supports both B2B and B2C businesses, VTEX offers a unique approach to eCommerce with its marketplace capabilities and headless commerce options. 10. **Shopware**: A flexible and scalable eCommerce platform that is gaining popularity in Europe, Shopware offers a range of features for both B2B and B2C businesses. When selecting a platform, consider factors such as ease of use, customer support, integration capabilities, and the specific features that are most important for your business model. It may also be beneficial to consult with a technology advisor or conduct a thorough evaluation of your requirements before making a decision.

ChatGPT · 2026-08-24

“Recommended retailer providers with strong enterprise support”

REI never came up in this answer.

When looking for retailer providers with strong enterprise support, it's important to consider factors such as scalability, integration capabilities, customer service, and the range of features they offer. Here are some recommended providers known for their robust enterprise support: 1. **Shopify Plus**: Shopify's enterprise solution offers advanced features, scalability, and dedicated support. It’s ideal for high-volume merchants and provides extensive customization options. 2. **Magento Commerce (Adobe Commerce)**: Magento is a powerful eCommerce platform that offers extensive customization and flexibility. Adobe Commerce provides strong enterprise support, including cloud hosting and advanced analytics. 3. **Salesforce Commerce Cloud**: Known for its robust CRM capabilities, Salesforce Commerce Cloud offers a comprehensive eCommerce solution with strong enterprise support, including AI-driven insights and personalized customer experiences. 4. **BigCommerce Enterprise**: BigCommerce provides a scalable platform with a focus on B2B and B2C solutions. Their enterprise offering includes dedicated account management and extensive API support for integrations. 5. **Oracle Commerce Cloud**: Part of Oracle's suite of cloud applications, this platform is designed for large enterprises and offers strong support, scalability, and integration with other Oracle products. 6. **SAP Commerce Cloud**: Formerly known as Hybris, SAP Commerce Cloud is designed for large enterprises and offers robust features for B2B and B2C eCommerce, along with strong integration capabilities with other SAP solutions. 7. **WooCommerce (with Enterprise Hosting)**: While WooCommerce is often associated with smaller businesses, it can be scaled for enterprise use, especially when paired with enterprise-grade hosting solutions like WP Engine or Kinsta. 8. **IBM Watson Commerce**: IBM offers a comprehensive suite for eCommerce that leverages AI and machine learning, providing strong enterprise support and integration capabilities. 9. **Volusion**: While traditionally seen as a smaller player, Volusion offers enterprise solutions with dedicated support and a focus on ease of use. 10. **CommerceTools**: A headless commerce platform that provides flexibility and scalability for enterprises looking to create custom eCommerce experiences. It offers strong API support and integration capabilities. When selecting a provider, it's essential to assess your specific business needs, budget, and the level of support you require. Additionally, consider reaching out to each provider for demos and to discuss your enterprise requirements in detail.

ChatGPT · 2026-08-24

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 REI source was cited 0 times.

What that means

The version of REI 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 REI 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 REI 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

Each fact carries its source and the date it was confirmed.

/company/rei

Machine-readable profile

.jsonld.yaml .md.txt .html

Structured factslive

Verification statelive

Recent changeslive

The form an assistant can actually read and cite.

/monitoring

What the answers do next

“What is the best retailer provider?…” tracked

ChatGPT10

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 REI 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.

REI publishes no fact layer and no rules for AI systems. Everything an assistant says about you today, it assembled without you.

What your team takes into a budget review

The answers themselves

Quotable, each with its date and the assistant that produced it.

The source gap

1 answers describe REI; 0 of them cite REI.

Where the brand stops moving

Mentioned 1 → recommended 1 → preferred 1.

What is actually controllable

Which facts about REI 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 REI, so we release it to a verified rei.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 rei.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	2026-08-24 20:54 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.