Likely scam.
The post itself reads coherent, but the structural signals are definitive: trustmrr.com has been posted by at least 4 different accounts (mohamednagm, saugatrio, illustrious_cake0018, isthisit0923) across prior reports — a strong indicator of same-operator control. The comment section reinforces this: u/PR4DE, u/milkstarz, and u/digentre are all serial founder-story posters in SaaS/startup subs with heavy dormancy patterns, and they're leaving soft-engagement comments (upvoting, congratulating) that artificially validate the post. Combined with 11 removed comments and an aged account reactivat
Hugin marked this as likely scam because multiple structural signals stacked high enough that the post should not be treated as organic.
- The final verdict text came from the AI verdict engine using the stored structural signal block.
- The scan reviewed 21 comments and 18 unique commenter accounts.
- Signal count: 3 high, 2 medium, 0 low flags; 9 coordination-class signals.
When a quarter or more of a thread's comments are removed, the public-facing engagement is no longer representative of what real users actually said.
Full evidence trailSources, public checklist, values lens, network map, account coverage, archive, and sharing tools.
Review before sharing.
Hugin reports are evidence packets, not accusations. Use the rating as a prompt to inspect sources, limitations, and archived material before quoting a claim elsewhere.
My tool launched in April now has 9,000 signups and $26K/mo in revenue
Source checks
38 public comments loaded for r/saasbuild.
Public comment bodies were retained with the report snapshot.
19 public author records checked; 19 oldest-archived-activity lower bounds.
8 selected author histories checked; 8 archive fallback.
21 reply edges mapped.
0 same-hand writing pairs surfaced.
2 unique external identifiers extracted.
4 prior archive matches returned.
Show your work
Deterministic explanation of the stored scan inputs behind the verdict. This is not hidden model reasoning; it is the evidence checklist Hugin can show publicly.
Hugin marked this as likely scam because multiple structural signals stacked high enough that the post should not be treated as organic.
- The final verdict text came from the AI verdict engine using the stored structural signal block.
- The scan reviewed 21 comments and 18 unique commenter accounts.
- Signal count: 3 high, 2 medium, 0 low flags; 9 coordination-class signals.
- The scan crossed the high-risk threshold through stacked structural evidence.
What pushed risk up
An account that sat silent for months and then suddenly wakes up to praise a promotional post is almost always a sold or recovered handle being weaponised for credibility.
- u/ideaincubator2024 — sat dormant 686d then lit up
Posting the exact same link in 2+ different subreddits is the textbook fingerprint of an affiliate or marketing operator — not someone organically sharing a discovery.
- u/pr4de dropped i.redd.it/9gneu17l0i7h1.jpeg in r/sideprojects, r/buildinpublic
A run of polished first-person business lessons across adjacent SaaS, AI, marketing, and productivity subreddits is a common warm-up pattern for stealth promotion. It is not proof by itself; it is a strong review signal.
- u/dooddyman — 4 recent self-posts across r/microsaas, r/SideProject, r/startups, r/B2BSaaS, r/indiehackers; I launched a tool in April - now has 9,000 signups and $26K/mo in revenue / I analysed 5.2M social media API requests over 91 days. This is how 400+ teams monitor multiple platforms / My tool launched in April now has 9,000 signups and $26K/mo in revenue
- u/signalpilot1 — 7 recent self-posts across r/SaaS, r/microsaas; How do you share your side project journey publicly? / Where do you publicly track your journey? / Indie hackers where do you actually keep your build-in-public journey?
When a quarter or more of a thread's comments are removed, the public-facing engagement is no longer representative of what real users actually said.
"trustmrr.com" was previously logged by Hugin under u/mohamednagm, u/saugatrio, u/illustrious_cake0018, u/isthisit0923. Same external identifier surfacing under multiple Reddit accounts across separate threads is a coordinated-operation pattern.
- u/mohamednagm (report fmw-spz-43u)
- u/saugatrio (report gt8-gg8-fuv)
- u/illustrious_cake0018 (report gt8-gg8-fuv)
- u/isthisit0923 (report m8h-42v-vz9)
4 identifier appearances matched older Hugin reports under different usernames.
- ext_domain "trustmrr.com" previously appeared under u/mohamednagm
- ext_domain "trustmrr.com" previously appeared under u/saugatrio
- ext_domain "trustmrr.com" previously appeared under u/illustrious_cake0018
- ext_domain "trustmrr.com" previously appeared under u/isthisit0923
5 author histories showed drop-in, dormant, or cross-promotion behavior.
- u/pr4de: i.redd.it/9gneu17l0i7h1.jpeg repeated across 2 subs
- u/death-sticks: dormant 1758d
- u/milkstarz: dormant 126d
- u/digentre: dormant 99d
- u/ideaincubator2024: dormant 686d
What kept the rating lower
Hugin did not find a <7d-old commenter cluster among 18 scanned authors.
Hugin mapped 21 reply edges and did not find a mutual-reply clique.
The writing-style comparison ran and did not surface same-hand pairs.
- 19 author age values are a lower-bound estimate from oldest archived public activity, not an official Reddit account-created timestamp.
- Username shape alone is never treated as a finding; it is only context when stronger public signals also appear.
- Likely scam: multiple high-severity signals, prior identifier reuse, or several coordination signals stacking together.
- Suspicious: one high-severity signal, multiple medium signals, or one concrete coordination signal that deserves review.
- Inconclusive: weak, conflicting, or partial signals where the scan cannot justify either trust or a stronger warning.
- Looks legitimate: no structural red flags, available metadata, and clean coordination passes.
Values lens
Use scans to slow down, inspect public signals, and keep uncertainty visible. Never use them to harass, shame, or flatten people into a verdict.
Fair-use checks
- What was observed, and what is interpretation?
- What data is missing, blocked, or confidence-limiting?
- Would the wording feel fair if it were about someone you care about?
What the post is doing
- trustmrr.com cross-posted by 4 different accounts (mohamednagm, saugatrio, illustrious_cake0018, isthisit0923) in prior reports — strong same-operator signal
- u/PR4DE, u/milkstarz, and u/digentre are serial founder-story posters in SaaS/startup/microsaas communities with repeated dormancy; all three leave validating comments here
- 11 of 38 comments removed (29% deletion rate) — suggests moderation of coordination evidence or spam
- u/death-sticks reactivated after 1758d dormancy to post generic encouragement — classic sock-puppet pattern
- Median commenter age 967d with 19 accounts at oldest-archived-activity lower bounds — indicates a coordinated pool of aged but dormant accounts being deployed for comment manipulation
Automated flags
When a quarter or more of a thread's comments are removed, the public-facing engagement is no longer representative of what real users actually said.
An account that sat silent for months and then suddenly wakes up to praise a promotional post is almost always a sold or recovered handle being weaponised for credibility.
- u/ideaincubator2024 — sat dormant 686d then lit up
Posting the exact same link in 2+ different subreddits is the textbook fingerprint of an affiliate or marketing operator — not someone organically sharing a discovery.
- u/pr4de dropped i.redd.it/9gneu17l0i7h1.jpeg in r/sideprojects, r/buildinpublic
A run of polished first-person business lessons across adjacent SaaS, AI, marketing, and productivity subreddits is a common warm-up pattern for stealth promotion. It is not proof by itself; it is a strong review signal.
- u/dooddyman — 4 recent self-posts across r/microsaas, r/SideProject, r/startups, r/B2BSaaS, r/indiehackers; I launched a tool in April - now has 9,000 signups and $26K/mo in revenue / I analysed 5.2M social media API requests over 91 days. This is how 400+ teams monitor multiple platforms / My tool launched in April now has 9,000 signups and $26K/mo in revenue
- u/signalpilot1 — 7 recent self-posts across r/SaaS, r/microsaas; How do you share your side project journey publicly? / Where do you publicly track your journey? / Indie hackers where do you actually keep your build-in-public journey?
"trustmrr.com" was previously logged by Hugin under u/mohamednagm, u/saugatrio, u/illustrious_cake0018, u/isthisit0923. Same external identifier surfacing under multiple Reddit accounts across separate threads is a coordinated-operation pattern.
- u/mohamednagm (report fmw-spz-43u)
- u/saugatrio (report gt8-gg8-fuv)
- u/illustrious_cake0018 (report gt8-gg8-fuv)
- u/isthisit0923 (report m8h-42v-vz9)
Shared signals
External identifiers (wallets, Telegram/Discord, referral links, promo codes, external URLs, emails) extracted from the post body and comments. Different accounts pointing at the same identifier — inside one thread or across separate reports — is the strongest coordination signal Hugin can show, sourced entirely from public post content.
Also appeared in prior reports under different accounts
Coordination map
Who replied to whom in the scanned comments. Organic threads branch out from the post; accounts that reply back and forth to each other or hub around one shared identifier are the structural fingerprints of a coordinated pod. This shows the most significant pattern found, not every commenter.
- Subject
- Procedural
Commenter patterns
Recent public Reddit activity for the OP and selected accounts, plus same-hand writing checks when the stylometry pass runs. These are coverage-limited evidence summaries, not identity or availability claims.
- r/microsaas (9)
- r/saasbuild (9)
- r/EntrepreneurRideAlong (3)
- r/indiehackers (3)
- i.redd.it (8)
- r/saasbuild (12)
- r/buildinpublic (10)
- r/micro_saas (10)
- r/saasinvestors (4)
- i.redd.it (2)
- v.redd.it (2)
- i.redd.it/9gneu17l0i7h1.jpeg (2x across 2 subs)
- r/starcitizen (13)
- r/Warhammer40k (5)
- r/AusFinance (4)
- r/ageofsigmar (2)
- imgur.com (7)
- i.redd.it (2)
- i.imgur.com (1)
- r/sideprojects (9)
- r/FacebookAds (4)
- r/micro_saas (3)
- r/SaaS (3)
- i.redd.it (2)
- landing.bakingsubs.com (2)
- bakingsubs.com (1)
- landing.bakingsubs.com/special-offer (2x across 1 sub)
- r/interestingasfuck (12)
- r/mcp (9)
- r/coldemail (7)
- r/saasbuild (3)
- i.redd.it (18)
- commons.wikimedia.org (1)
- v.redd.it (1)
- r/saasbuild (1)
- r/StartUpIndia (1)
- r/JKreacts (1)
- r/tamilyapping (1)
- r/buildinpublic (7)
- r/pregnant (5)
- r/SaaS (2)
- r/microsaas (2)
- r/saasbuild (7)
- r/Emailmarketing (4)
- r/buildinpublic (4)
- r/SaaS (2)
The writing-style pass ran and did not surface same-hand pairs.
Account age coverage
OP and scanned commenters are shown when Hugin recovered profile metadata or an oldest-public-activity age floor. Lower-bound ages are labeled as estimates; unknown age remains missing coverage, not a finding about the account.
Archived evidence
Snapshot of the post and comments at scan time. Preserved here so the evidence survives even if it gets deleted on Reddit.
- u/PR4DEscore 0Very well done mate. :) I'm definitely not doing this well. I have a hard time doing outreach and market. Being consistent is my true enemy here.
- u/dooddymanscore 0Thanks :) Outreach is the hardest and most brutal. I know I have to be consistent but it's been the hardest part for me as well.
- u/Death-sticksscore 0Thanks for sharing your insights ❤️
- u/milkstarzscore 0Well done man! I need to take notes from you, I’m stuck around 3k/mo
- u/dooddymanscore 0Thanks! Congrats on reaching 3k/mo though, not many builders make it there.
- u/digentrescore 0Going from £30k to £100k a month for us was down to the business model - hit £100k a month a few times then dropped back to £80k. Getting recurring is a key part but it’s really hard
- u/dooddymanscore 0Thanks for sharing, I should reflect on the business model. Also I can imagine maintaining the revenue is another challenge
- u/digentrescore 0Yeh - there appear to be lots of people talking about how easy it is to hit £100k a month etc but personally after several years of focusing on revenue growth and hoping profit will follow I have come to realise that a business that does £30k revenue and £10k profit is better than a business that does £100k revenue and £15k profit…. My model broke as it scaled - profit did not keep pace with revenue. If you can get past £100k a month to £150k a month apparently it changes again and gets safer but they call the period between £50k and £150k the “desert”. If you stay there too long you will eventually run out of cash and need to scale back.
Original on Reddit: https://www.reddit.com/r/saasbuild/comments/1w62mg2/my_tool_launched_in_april_now_has_9000_signups/ — “My tool launched in April now has 9,000 signups and $26K/mo in revenue”
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