r/selfhostedNov 17, 2025
I got frustrated with ScreamingFrog crawler pricing so I built an open-source alternative
An alternatives thread in r/selfhosted (109 comments) where Sitebulb is the tool being moved away from or compared against.
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Reddit Intelligence · Brand report
What Reddit says about Sitebulb
A report built from collected public threads showing how buyers evaluate sentiment, product trade-offs, recurring concerns, and switching intent. Automatically coded labels are kept separate from the reviewed public Reddit thread trail.
Collected sample · sources readyPublic threads only
Snapshot summary
one-time- Discussions
- 27
- Coverage
- 9 subs
- Classifiable
- 27
- Analyzed
- Jul 25, 2026
Collected Sep 28, 2017 – Jul 22, 2026
Distinct communities
Lexicon-coded stance set
Static snapshot, not a live feed
How this was measured: This report summarises 27 public Reddit threads collected across 9 subreddits through the Reddit API. Thread counts, subreddit shares, the weekly trend, and the date range are computed from those threads alone. Replies have not been collected for this brand yet, so the sentiment split is derived from thread titles and the question each thread asks, which leaves most threads unlabelled; the labels come from a fixed word list, not from human review. This is a sample of public discussion, not a complete or representative measure of it, and not a customer satisfaction score.
Editorial verdict
The collected signal at a glance
Every number below is computed from this brand's own collected threads. The labels come from a fixed word list rather than a human reading each thread, so read them as a sample of public discussion, not a verdict.
Sample verdict
27 public Reddit threads about Sitebulb were collected across 9 subreddits, led by r/SEO. The dominant question type is troubleshooting (4 of 27), and the highest-scoring thread in the sample is "I got frustrated with ScreamingFrog crawler pricing so I built an open-source alternative". This report summarises those threads only; it is not a measure of Sitebulb's overall standing.
Stance mix: 11% positive · 78% neutral · 11% negative across 27 collected threads, labelled from thread titles alone because replies have not been collected for this brand yet rather than by hand.
Primary decision lens
Where the conversation happens
Most common complaint
Reported faults and support gaps
Best fit
Screaming Frog (6), Semrush (2), Ahrefs (1) appear alongside Sitebulb in these threads, so a realistic shortlist priced against Sitebulb usually includes them.
Watch out
4 comparison threads weigh Sitebulb against rivals, and the corpus does not show it as the default pick in any of them.
Evaluation lens
Where the conversation happens · Who it gets evaluated against · What buyers are actually asking · How current the signal is
Sentiment distribution
A stance breakdown with visible confidence
The coding keeps mixed and unclassifiable entries outside the 27-entry sentiment denominator.
Positive
11%
3 threads
Neutral
78%
21 threads
Negative
11%
3 threads
Threads expressing an opinion: 22%0 further collected threads were not read for sentiment
Recurring themes
What buyers evaluate — and what concerns them
Each theme is counted from this brand's own collected threads and links back to the ones it is based on.
Decision lenses
19
Where the conversation happens
Sitebulb discussion collected here spans 9 subreddits, led by r/SEO (44%), r/bigseo (30%), r/selfhosted (4%). The most-commented thread in the sample is "Exclusive BigSEO Contest: Win a Sitebulb License" (161 comments in r/bigseo).
Complaint themes
14
Reported faults and support gaps
4 threads report something not working as expected with Sitebulb, ranging from failed actions to unanswered support requests.
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Review the remaining decision and diligence themes for Sitebulb, each tied to a public thread ID.
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Discussion pattern
How the collected conversation moves
Collected threads bucketed by their own post date, from Sep 28, 2017 to Jul 22, 2026.
Sep 24, 2017Jul 19, 2026
Community distribution
Where the conversation happened
Community shares expose where the discussion concentrates instead of hiding it behind one total.
CommunityThreadsShare
r/SEO
r/bigseo
r/selfhosted
r/SideProject
r/DigitalMarketing
r/Sitechecker
Switching & migration signals
Where evaluation turns into action
Counted by classifying each collected thread's title. These are question types, not verified migrations: a thread asking about alternatives may end in staying put.
3
Threads asking for alternatives
2
Threads about cost or plans
0
Titles mentioning a switch
0
Titles mentioning cancelling
Unlock the migration destinations
See exactly which alternatives Reddit users say they are moving to from Sitebulb — and how often each one comes up.
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Source trail
Public Reddit threads to inspect
Direct links to the public Reddit posts this report is counted from, each with an original one-line summary. Usernames, post bodies, and comments are not republished.
View thread
r/bigseoDec 12, 2017
Exclusive BigSEO Contest: Win a Sitebulb License
A r/bigseo discussion (161 comments) that references Sitebulb in the course of a broader conversation.
r/SEODec 29, 2022
SEO Tools - Too Expensive!
A cost discussion in r/SEO (38 comments) covering what Sitebulb charges or how its plans are structured.
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Open the remaining direct Reddit posts this report was built from.
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Methodology & limitations
A coded sample, not an audited Reddit dataset
The queries and inclusion rules are frozen before the threads are coded, so the sample cannot be tuned toward a more attractive conclusion.
Fixed window
Sep 28, 2017 through Jul 22, 2026.
Automated coding
Threads are deduplicated, classified by the question they ask, and counted. Replies have not been collected for this brand yet, so sentiment comes from thread titles and the question each asks, matched against a fixed word list — not from human review.
Independent QA
No audit is claimed. A second-reviewer pass is added when a page proves traffic or conversion potential.
Known limits
Public, English-language, SFW threads only. Deleted, private, and inaccessible discussions are excluded.
Disclosure: This report summarises 27 public Reddit threads collected across 9 subreddits through the Reddit API. Thread counts, subreddit shares, the weekly trend, and the date range are computed from those threads alone. Replies have not been collected for this brand yet, so the sentiment split is derived from thread titles and the question each thread asks, which leaves most threads unlabelled; the labels come from a fixed word list, not from human review. This is a sample of public discussion, not a complete or representative measure of it, and not a customer satisfaction score.
Reader questions
Sitebulb Reddit sample FAQ
The same disclosure and evidence rules apply to every answer below.
No. It is a one-time sample of the public Reddit threads that matched the frozen queries and inclusion rules. It cannot represent every customer or every Reddit discussion.
Thread counts, subreddit shares, the weekly trend, and the date range are computed from the collected threads. The sentiment split is derived from thread titles alone, because replies have not been collected for this brand yet, which leaves most threads unlabelled — it is not human-reviewed, and the corpus is a sample of public discussion, not a census of it.
No. Mixed and unclassifiable threads are disclosed separately and excluded from the positive, neutral, and negative denominator.
No. This page keeps only direct public thread URLs, titles, subreddits, dates, and original short summaries. It does not store usernames, post bodies, or comments.
No. This pilot is a static snapshot. Any later refresh is manual and traffic-triggered, with a new sample ID and visible analysis date.
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