SpeqForgeTurn hundreds of raw feedback items into a structured breakdown, no analyst required.
Stop manually reading and tagging support tickets, reviews, and interview notes. Paste them in, and SpeqForge clusters themes, scores priority, and surfaces the quotes that matter.
Example analysis: 142 items · 47 seconds
"I have to manually copy everything out, it takes forever."
"I only find out about issues when a customer complains to me first."
"The bright white interface is brutal to use at night."
"I need this on my phone. Being laptop-only is a dealbreaker for me."
"The dashboard takes 8 seconds to load. This is killing my workflow."
"Having to do things one at a time is destroying my productivity."
Export and data portability is the dominant theme across all sources, mentioned in 33% of items. Users are not blocked by the core product. They are blocked from integrating it into their existing workflows. Addressing CSV export and email notifications would resolve the top two themes and meaningfully improve retention across the Power User segment, which accounts for 41% of the user base.
How it works
Paste or upload feedback
Drop in support tickets, app store reviews, interview notes, survey responses, or any raw text. CSV upload supported.
Auto-reads and clusters
Groups related themes, strips noise, identifies sentiment, and weighs frequency against severity automatically.
Get a structured report
Receive a prioritised summary with key themes, representative quotes, and a breakdown of sentiment across each topic.
Everything included
No configuration. No tagging setup. It just works.
Groups your feedback into 5–10 actionable themes automatically. No manual tagging required.
Scores each theme by frequency and inferred business impact so you know what matters most.
Tags each piece of feedback as positive, neutral, or negative and rolls it up per theme.
Surfaces the most illustrative customer quotes for each theme, perfect for stakeholder decks.
Reads hundreds of items in one run, in the time it takes to make a coffee.
Every theme links directly to Feature Specs so you go from insight to ticket in one click.
Before vs. after
Where this fits in your workflow
Works with any feedback source
Frequently asked questions
How much feedback do I need for a useful analysis?
As few as 20–30 items will produce a meaningful result, though themes become more distinct with 100 or more. There is no upper limit, and the analysis handles thousands of items in the same time.
What formats can I upload?
Plain text paste, CSV with any column structure, and direct integrations with Zendesk, Intercom, and Typeform. You can also copy-paste directly from a spreadsheet and it will parse the structure automatically.
Will it find themes I didn't expect?
Yes. SpeqForge does not use a predefined taxonomy. It reads the text and builds themes from scratch, which means it regularly surfaces patterns that weren't on your radar, including themes that explain churn or low NPS scores you hadn't traced to a root cause.
How is this different from searching or filtering feedback manually?
Manual search requires you to know what to look for. SpeqForge reads everything and tells you what patterns exist, including themes you wouldn't have thought to search for. It also weighs frequency against severity, and surfaces the most representative quote for each theme, which a filter cannot do.
Ready to stop reading spreadsheets?
Paste your first batch of feedback and get a structured analysis back. Free to start.
Get started free