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Kay Dean's WeRecoverData Findings

In July 2026, Kay Dean, a former federal investigator whose review-fraud work has been credited by the New York Attorney General, provided us with captures from 2019 and 2020 concerning review-exchange activity and WeRecoverData listings. This page publishes her records, her conclusions in her own words, and a plain statement of what the records do and do not show, including that they do not establish that WeRecoverData directed, solicited, paid for, or knew about any review exchange.

Author01/09
Louis Rossmann
Written by
Louis Rossmann
Founder & Chief Technician
Published July 15, 2026
Updated July 31, 2026
8 min read
Investigator credentials02/09

Who Kay Dean Is

Kay Dean is a former federal investigator and the founder of Fake Review Watch, where she documents review manipulation on Google, Yelp, and Facebook.

The New York Attorney General's October 30, 2023 press release, announcing a $100,000 settlement over manipulated online reviews, states:

“Attorney General James would like to thank Kay Dean of Fake Review Watch for assisting with this investigation.”

Her investigations have been covered by Time, SFGate, NBC Bay Area, The New York Times, and France 24. Her investigation of review trading in Facebook groups was covered by the Center for Investigative Reporting's Reveal program.

Provenance03/09

How This Material Reached Us

Kay Dean contacted Louis Rossmann in July 2026 and provided a folder of captures from her investigation, with her account of what they show. The screenshots below are published as she provided them, with two disclosed exceptions: the LinkedIn capture, which we made in July 2026 from a profile URL she supplied, and our redactions, which are marked in each affected caption. We redacted face photos, contact information, and the name and address of a Los Angeles recording studio; the studio and its owner are not subjects of this story.

Evidence records04/09

Kay Dean's Records Concerning WeRecoverData, Dated As Displayed

Each record carries its own date, as printed on the capture or as displayed at capture. Our text states only what is visible on each image; Kay Dean's conclusions about how the records relate appear separately below.

September 16 to October 1, no year shown: review-exchange posts on Facebook

In the public Facebook group “Exchange Google and Facebook Review,” an account bearing the name Joshua Gulmatico posted at least five solicitations; a fifth post header is cut off at the bottom of the capture. The four visible posts, dates as displayed:

  • October 1, 12:56 AM: “Need google/yelp review. Exchange only. I have strong profile on both platform.”
  • September 22, 7:40 AM: “I need google review exchange. Please hit me up! I'm online 24 hours.”
  • September 20, 3:21 PM: “Let's exchange google/yelp right now! Just comment here, so I can notice you.”
  • September 16, 5:13 AM: “Google/Yelp review exchange? US/Canada names/location only. Hit me up right now!”

No year is printed on the capture; Kay Dean dates the posts to 2019.

Facebook posts in the public group Exchange Google and Facebook Review by an account named Joshua Gulmatico, dated September 16, September 20, September 22, and October 1 with no year shown, each soliciting Google or Yelp review exchanges, including 'Need google/yelp review. Exchange only. I have strong profile on both platform.'
Facebook posts in the public group Exchange Google and Facebook Review by an account named Joshua Gulmatico, dated September 16, September 20, September 22, and October 1 with no year shown, each soliciting Google or Yelp review exchanges, including 'Need google/yelp review. Exchange only. I have strong profile on both platform.'
As captured by Kay Dean. No year is shown on the posts; Dean dates them to 2019.

Yelp and Google reviewer profiles, dated to 2019 by Dean

A Yelp profile shows “Joshua ‘Waen’ G.” of Austin, TX, tagline “The Web Marketer.” Its photo is the same photo that appears on the 9/10/2019 Yelp review below and on the July 2026 LinkedIn capture below. A Google Maps contributor page shows a Local Guide account named Joshua Gulmatico with 5-star reviews of businesses across several continents, including “WeRecoverData Data Recovery Inc. - Novi” in Novi, Michigan, displayed as “a year ago” at capture, with no review text visible.

Yelp reviewer profile for Joshua 'Waen' G. of Austin, TX with the tagline 'The Web Marketer', showing 5 friends, 21 reviews, and 0 photos.
Yelp reviewer profile for Joshua 'Waen' G. of Austin, TX with the tagline 'The Web Marketer', showing 5 friends, 21 reviews, and 0 photos.
As captured during Kay Dean's investigation; she dates it to 2019.
Google Maps contributor page for a Local Guide account named Joshua Gulmatico, Level 6, 3,931 points, with a world map of review pins across several continents and a visible 5-star review of WeRecoverData Data Recovery Inc. - Novi displayed as a year ago, with no review text shown.
Google Maps contributor page for a Local Guide account named Joshua Gulmatico, Level 6, 3,931 points, with a world map of review pins across several continents and a visible 5-star review of WeRecoverData Data Recovery Inc. - Novi displayed as a year ago, with no review text shown.
As captured during Kay Dean's investigation. The WeRecoverData-Novi review displays “a year ago” at the time of capture; no review text is shown.

September 9, 2019: review-swap post in a second Facebook group

In the public group “Google/Yelp Review Exchange/Swap Group,” an account bearing the name Lauren Salvo posted:

“Looking to exchange reviews for yelp and google for my recording studio based in Los Angeles! no budget. swaps only. please DM me :)”

The first comment shown is from an account bearing the name Joshua Gulmatico: “Hi, I sent you a message.” The post does not name the studio.

Facebook post in the public group Google/Yelp Review Exchange/Swap Group by an account named Lauren Salvo reading 'Looking to exchange reviews for yelp and google for my recording studio based in Los Angeles! no budget. swaps only. please DM me :)', showing 7 reactions and 19 comments, with a first comment from an account named Joshua Gulmatico reading 'Hi, I sent you a message.' The poster's profile photo is redacted; the on-image timestamp is relative (23 hrs).
Facebook post in the public group Google/Yelp Review Exchange/Swap Group by an account named Lauren Salvo reading 'Looking to exchange reviews for yelp and google for my recording studio based in Los Angeles! no budget. swaps only. please DM me :)', showing 7 reactions and 19 comments, with a first comment from an account named Joshua Gulmatico reading 'Hi, I sent you a message.' The poster's profile photo is redacted; the on-image timestamp is relative (23 hrs).
The file Kay Dean supplied dates this capture September 9, 2019; the timestamps visible on the image are relative (“23 hrs”). Photo redacted by us.

September 10, 2019: Yelp and Google reviews of a recording studio

A Yelp review dated 9/10/2019 under “Joshua ‘Waen’ G.” and a Google review under Joshua Gulmatico, displayed as “5 hours ago” at capture, each give 5 stars to the same Los Angeles-area recording studio, with word-for-word identical text. Before our redactions, both captures name the same studio and the same street address.

Yelp review dated 9/10/2019 by the reviewer Joshua 'Waen' G. of Austin, TX, tagline 'The Web Marketer', giving 5 stars to a Los Angeles-area recording studio; the studio's name, address, and photo thumbnail are redacted.
Yelp review dated 9/10/2019 by the reviewer Joshua 'Waen' G. of Austin, TX, tagline 'The Web Marketer', giving 5 stars to a Los Angeles-area recording studio; the studio's name, address, and photo thumbnail are redacted.
Review dated 9/10/2019. Studio identity redacted by us.
Google review by an account named Joshua Gulmatico, Local Guide, 45 reviews, displayed as 5 hours ago at capture, giving 5 stars to a recording studio listing; the listing's name and address are redacted.
Google review by an account named Joshua Gulmatico, Local Guide, 45 reviews, displayed as 5 hours ago at capture, giving 5 stars to a recording studio listing; the listing's name and address are redacted.
Displayed “5 hours ago” at the time of capture. Studio identity redacted by us.

September 10, 2019: Yelp and Google reviews with text thanking WeRecoverData

A Yelp review dated 9/10/2019 under “Lauren S.,” Philadelphia, PA, gives 5 stars to “WeRecoverData.com Data Recovery Labs - New York,” 148 Madison, New York, NY 10016. A Google review under “Salvo Songs,” displayed as “5 hours ago” at capture, gives 5 stars to a listing named “Data Recovery Services Corp.” at 340 Madison Ave #300. The text is word-for-word identical on both platforms:

“Thank you very much WeRecoverData for a 101% recovery of my external HD with a lot of wedding pictures!! It took several weeks but was totally worth it. We are extremely grateful because even though it took 3 months, the price is still the same. I will always recommend you to my co-worker who might experience the same issue with their drives.”
Yelp review by an account named Lauren S. of Philadelphia, PA, dated 9/10/2019, giving 5 stars to WeRecoverData.com Data Recovery Labs - New York at 148 Madison, New York, NY 10016; the reviewer's profile photo is redacted.
Yelp review by an account named Lauren S. of Philadelphia, PA, dated 9/10/2019, giving 5 stars to WeRecoverData.com Data Recovery Labs - New York at 148 Madison, New York, NY 10016; the reviewer's profile photo is redacted.
Review dated 9/10/2019. Photo redacted by us.
Google review by an account named Salvo Songs, displayed as 5 hours ago at capture, giving 5 stars to a listing named Data Recovery Services Corp. at 340 Madison Ave #300, New York, NY, with review text thanking WeRecoverData; the reviewer's avatar is redacted.
Google review by an account named Salvo Songs, displayed as 5 hours ago at capture, giving 5 stars to a listing named Data Recovery Services Corp. at 340 Madison Ave #300, New York, NY, with review text thanking WeRecoverData; the reviewer's avatar is redacted.
Displayed “5 hours ago” at the time of capture. The listing name, “Data Recovery Services Corp.,” and its address differ from the Yelp listing above, while the review text thanks WeRecoverData. Photo redacted by us.

February 3 to May 3, 2020: Yelp's consumer-alerts history

Yelp's alert-history page for “WeRecoverData.com Data Recovery Labs - New York” shows one entry: Date “2020-02-03 - 2020-05-03,” Alert Type “Suspicious Activity,” Status “Inactive.” The capture shows no disclosed trigger or evidence for this specific alert, and this page does not assert one.

Yelp consumer alerts history page for WeRecoverData.com Data Recovery Labs - New York showing one activity row: date 2020-02-03 - 2020-05-03, alert type Suspicious Activity, status Inactive, with the page URL visible in the browser address bar.
Yelp consumer alerts history page for WeRecoverData.com Data Recovery Labs - New York showing one activity row: date 2020-02-03 - 2020-05-03, alert type Suspicious Activity, status Inactive, with the page URL visible in the browser address bar.
The alert row reads: Date “2020-02-03 - 2020-05-03,” Alert Type “Suspicious Activity,” Status “Inactive.” The page URL is visible in the capture.

July 2026: LinkedIn profile capture

A capture we made in July 2026, viewing the LinkedIn profile URL Kay Dean supplied while signed in to LinkedIn, lists Joshua Gulmatico, Metro Manila, Philippines, with the headline “IT Consultant at WeRecoverData.com.” No employment dates are visible in this capture, which shows the top of the profile and not its Experience section; nothing in the capture dates the affiliation to 2019 or any other time. The profile photo is the same photo that appears on the Yelp profile above.

When we viewed the profile signed in to LinkedIn earlier in July 2026, its Experience section listed employment at WeRecoverData.com beginning in late 2018. When we viewed the profile again on July 22, 2026, it no longer displayed any mention of WeRecoverData. Both statements report what we observed on those viewings, and the listing was his profile's own representation, not an independent record. Those views are not among the captures reproduced on this page; signed-in views cannot be recorded by public archive services, and a LinkedIn profile remains editable by its owner. We draw no conclusion about who made the change or why.

LinkedIn profile captured July 2026 listing Joshua Gulmatico, Metro Manila, National Capital Region, Philippines, with the headline IT Consultant at WeRecoverData.com and 91 connections; the capture shows the top of the profile, with no employment dates visible in the captured portion.
LinkedIn profile captured July 2026 listing Joshua Gulmatico, Metro Manila, National Capital Region, Philippines, with the headline IT Consultant at WeRecoverData.com and 91 connections; the capture shows the top of the profile, with no employment dates visible in the captured portion.
Captured July 2026 by us from the profile URL Kay Dean supplied, viewed while signed in to LinkedIn. No employment dates are visible in this capture.
Scope of the records05/09

What These Records Do and Do Not Show

The captures above are published as they were provided to us, with our redactions marked. They show what they show: solicitation posts, reviews with identical text, reviews of WeRecoverData listings, a July 2026 LinkedIn page, and Yelp's own alert history.

These 2019 and 2020 captures do not establish that WeRecoverData directed, solicited, paid for, or knew about any review exchange. Mr. Gulmatico's own LinkedIn profile, when we viewed it signed in to LinkedIn in July 2026, listed his employment at WeRecoverData.com as beginning in late 2018; we report that as his profile's own representation, and that view is not among the captures reproduced above. The records on this page do not establish on whose behalf, if anyone, he acted when the 2019 posts appeared. Yelp does not disclose what triggered the 2020 alert, which has been inactive since May 3, 2020, and these records say nothing about WeRecoverData's reviews today.

Kay Dean's conclusions are hers, drawn from the records she assembled; we publish them as her stated conclusions, not as findings of our own. These are 2019 and 2020 captures except where marked; the accounts and reviews shown may since have been removed or changed.

If WeRecoverData, Mr. Gulmatico, or any person shown in these records identifies a specific inaccuracy on this page, we will correct it.

Attributed conclusions06/09

Kay Dean's Conclusions, in Her Own Words

The conclusions below are Kay Dean's, quoted with her hedges preserved and drawn from the records above. We publish them as her stated conclusions, not as findings of our own.

Dean's characterization of the 2019 activity

Relying on the records she assembled, including the solicitation posts and the LinkedIn capture, Dean states, in a characterization that is hers alone:

“Back in 2019, I documented a representative working on behalf of We Recover Data actively trading numerous Yelp and Google reviews with other businesses across the country in Facebook groups.”

The records she provided do not independently establish that Mr. Gulmatico worked for or with WeRecoverData in 2019. The LinkedIn capture above is from July 2026 and shows no employment dates; as stated in the records section, the signed-in profile we viewed in July 2026 listed employment at WeRecoverData.com beginning in late 2018, his profile's own representation. No record reproduced on this page shows who, if anyone, he acted for in 2019.

Dean's opinion on the Google contributor page

Of the Google contributor page shown above, and relying on that capture, Dean states:

“It's my opinion that Gulmatico also used this Google profile to trade Google reviews with businesses across the globe.”

Her reconstruction of September 9 to 10, 2019

Dean's reconstruction, from the records above: on September 9, 2019, the account that posted the swap solicitation and the account bearing the name Joshua Gulmatico made contact. On September 10, 2019, the reviews of the recording studio appeared under the Joshua accounts, and the reviews thanking WeRecoverData appeared under “Lauren S.” and “Salvo Songs.” In her account this was a completed trade: she identifies the solicitation's poster as the studio's owner, the “Lauren S.” and “Salvo Songs” accounts as that person's, and the Joshua accounts as one person's.

Those account-to-person links are Dean's. The images themselves show account names, dates, and identical review texts, and nothing more.

Dean's own presentation07/09

Kay Dean's Video Presentation of This Material

On July 30, 2026, Fake Review Watch published an 11 minute 38 second video titled “Fake Review Trades for WeRecoverData,” in which Kay Dean displays captures from the same 2019 investigation and narrates her reasoning on screen. It is her publication and her analysis, not ours. We embed it so that readers can see the material she worked from and judge her reasoning against it directly.

“Fake Review Trades for WeRecoverData,” Kay Dean, Fake Review Watch, published July 30, 2026. Runtime 11:38. Watch on YouTube.

How the Video Presents Each Episode

Six episodes are presented. In each one Dean pairs a named account with a business, then displays two five-star reviews posted the same day running in opposite directions: one from an account bearing the name Joshua Gulmatico to the other business, and one to a WeRecoverData listing from an account she links to that business. In several episodes the Yelp and Google review texts she displays are word-for-word identical across the two platforms.

The Facebook material differs from episode to episode. In four of the six she shows a review-exchange post and its reply, in some cases posted by the Joshua account and in others replied to by it. In the remaining two she shows only that the other party was a member of review-exchange groups, and says the two “must have hooked up” or that it “looks like” they did.

At 1:59 she says she “documented over two dozen review trades on behalf of We Recover Data in 2019,” adding that she tracked them on a sheet. The six episodes in the video are a subset she presents in detail.

Dean names the other businesses and the individual account holders in the video. We describe them by type and location instead, consistent with the redaction policy stated above: those businesses and people are not the subject of this page.

Where to Look in the Video

Timestamps below are the start of each segment, so a reader can go to the footage and check any statement on this page against what the video actually displays.

  • 0:40: how the Facebook review-exchange groups operate, and the Facebook, Google, Yelp, and LinkedIn accounts Dean connects to one name.
  • 1:59: Dean's count of the trades she documented in 2019 and her tracking sheet.
  • 2:31: September 10, 2019, the Los Angeles-area recording studio. The reviews she displays here are the same ones reproduced in the captures above.
  • 3:49: September 19, 2019, a medical spa in Temecula, California.
  • 5:16: September 23, 2019, a restaurant in San Francisco.
  • 6:19: August 12, 2019, a lounge in the Miami area.
  • 7:14: late July 2019, a contractor in Encino, California.
  • 8:11: August 24, 2019, a landscaping business in Rochester Hills, Michigan.
  • 9:13: the LinkedIn profile before and after.
  • 9:55: the 2020 Yelp alert and the Center for Investigative Reporting's Reveal program.

What Dean States in the Video

Her conclusions in the video are hers, and she states them as conclusions. Closing the six episodes at 9:13, she says:

“Those are just a few of the fake review trades I concluded Joshua Gulmatico made on behalf of We Recover Data back in 2019.”

On the Yelp alert, at 11:24, after describing her late 2019 and early 2020 work with the Center for Investigative Reporting, she says:

“But Yelp's actions essentially confirmed my research, including on We Recover Data, which was one of the original businesses to receive a Yelp alert for suspicious review activity.”

Dean also reports, at 9:21, that she supplied the LinkedIn profile URL to Louis Rossmann and that he captured it in July 2026 showing the WeRecoverData headline. She then states that the profile shows neither the photo nor any reference to WeRecoverData. On the WeRecoverData reference, that is consistent with what we report from our own two viewings above; we make no observation of our own about the profile photo. As stated there, we draw no conclusion about who made the change or why.

What the Video Does Not Change

The video is a fuller presentation of Dean's work, not a new category of record. The limits stated in what these records do and do not show apply to it in full. Nothing displayed in the video establishes that WeRecoverData directed, solicited, paid for, or knew about any review exchange. The links between accounts and named people, and the attribution of any account's activity to any employer, are Dean's conclusions drawn from the material she assembled. Yelp does not disclose what triggered the 2020 alert. The captures shown are from 2019 and 2020 except where the video marks otherwise, and they say nothing about WeRecoverData's reviews today. Nothing in this section states that WeRecoverData's management authorized, knew of, or directed anything shown.

Fake Review Watch is responsible for the content of its video. We publish it as her work, with her conclusions attributed to her. If WeRecoverData, Mr. Gulmatico, or any person shown identifies a specific inaccuracy in how this page describes the video, we will correct it.

Industry context08/09

Federal Consumer-Review Rule, Effective October 2024

Buying, selling, or trading reviews, and reviews from people with an undisclosed material connection to the business, are now prohibited by federal rule. The FTC's Trade Regulation Rule on the Use of Consumer Reviews and Testimonials, 16 CFR Part 465, was published on August 22, 2024 and took effect on October 21, 2024. It applies to conduct after its effective date; it postdates the records on this page by about five years, and nothing on this page asserts that it applies to anything shown above.

Corrections09/09

Corrections and Related Reporting

This page quotes each capture as displayed and dates every item. If WeRecoverData, Mr. Gulmatico, or any person shown in these records identifies a specific inaccuracy on this page, we will correct it. The standard this page is held to, and the route for disputing anything on it, are set out in our editorial standards and corrections policy.

We are a data recovery company, so a page like this one is written by a competitor of the company it documents. That is a reason to open the captures rather than take our word for it. It is also why we publish a list of competitors we recommend, none of whom pay us anything. Documenting one company badly is not an argument that the industry is rotten, and we would rather point you at labs doing it right.

Related reporting from this site: our reporting on review manipulation in the data recovery industry and our page on WeRecoverData.