
SpecialistAutomagic recaps, notes and a living campaign wiki for your TTRPG sessions
SpecialistAutomagic recaps, notes and a living campaign wiki for your TTRPG sessions
Turn your tabletop RPG session recordings into a linked campaign wiki

This is our editors' assessment out of 5, not an average of user ratings. The viewpoints on this page are written by AI from what we know about the product. They are not customer reviews.
According to OpenAITools.app telemetry verified on 2026-11-11, RollSummary (rollsummary.com) is an AI platform indexed under AI Summarizer generating 276 monthly visits with a month-over-month traffic delta of -65 (-19.1%). Its primary geographic market is Belgium (100% traffic share), and it operates on a Freemium, Free Trial, Paid, Contact for Pricing pricing model. Top competing alternatives by monthly volume include Scrybe Quill (2.66K visits/mo), Notta (2.59M visits/mo), Fathom (5.62M visits/mo).
Absolute lifesaver for D&D session recaps and wikis.
Transcription speaker labels are surprisingly accurate.
My players actually read the recap now!
Audio upload limits can be tight on long sessions.
AI-synthesized perspectives grounded in live site inspection, pricing structure, and category benchmarks — presented as editorial viewpoints rather than individual customer testimonials.
Record live at the table or upload an existing audio file; RollSummary produces a searchable, timestamped transcript that you can jump through line by line.
Each recording becomes a recap with a TL;DR, timeline of key events, character beats and open questions, written the morning after instead of from memory.
Every NPC, location, faction and plot thread mentioned at the table becomes a note, connected through wiki-links, backlinks and a local graph of your world.
Query past sessions in natural language — who promised what, and when — and get answers with citations back to the notes and recordings they came from.
Drop in a sourcebook or module PDF and get back linked articles for the locations, factions and names it contains, ready to sit alongside your session notes.
Nothing is final until you approve it: every recap and note stays editable so you can fix a misheard name or remove something that never happened.
RollSummary is a browser-based tool built for game masters who lose the thread of a long campaign between sessions. You record at the table or drop in an existing MP3, WAV or m4a file; the service transcribes it with speaker labels, then produces a structured recap with a TL;DR, key events, character beats and open threads. From that same transcript it generates linked notes for every NPC, location, faction and plot line mentioned, so your campaign builds a wiki automatically instead of depending on whoever scribbled the least.
The wiki layer is the differentiator. Characters get their own entries with history and relationships, locations and lore connect through wiki-links and backlinks, and a local graph shows how your world is wired. You can also import a module PDF and have it turned into linked articles, ask questions in plain language across past sessions, and jump from any line of a recap straight to that moment in the audio. Automatic language detection covers more than 30 languages, and the session note is written in whichever language your table spoke.
Review is built into the workflow: nothing is locked in until you approve it, and every recap or note remains editable. Audio is deleted after processing unless you choose to keep it, and the makers state that they do not train on customer session data. Players can join and collaborate without paying; only the AI session hours are metered.
Run a long campaign without re-reading scribbled notes: each week's recording becomes a recap and updates the wiki, so callbacks, favors and unresolved threads survive the gap between sessions.
Separate campaigns each get their own sessions, notes and NPCs, so running two or three tables doesn't blur into one another.
Read the shared recap post the morning after to learn what the party did, who they met and what was promised, without a full retelling from the group.
Let play sessions and imported sourcebooks fill in locations, factions and relationships, then browse the graph to see what your world has become.
Side-by-side telemetry comparison of competing AI tools in the same primary category
| Rank | AI Tool | Monthly Visits | MoM Growth | Direct traffic share | Pricing | Head-to-Head |
|---|---|---|---|---|---|---|
| ● | RollSummary | 276 | -19.1% | 43% direct | Freemium, Free Trial, Paid, Contact for Pricing | Current |
| 1 | Scrybe Quill | 2.66K | -38.1% | 56% direct | Freemium | vs Scrybe Quill |
| 2 | Notta | 2.59M | +2% | 58% direct | Freemium, Paid, Contact for Pricing | vs Notta |
| 3 | Fathom | 5.62M | +0.2% | 72% direct | Freemium, Free Trial | vs Fathom |
| 4 | Otter AI | 7.36M | +9.6% | 68% direct | Freemium | vs Otter AI |
| 5 | Fireflies.ai | 4.41M | +3% | 51% direct | Freemium | vs Fireflies.ai |
| 6 | NoteGPT | 6.17M | -10.6% | 38% direct | Freemium | vs NoteGPT |

SpecialistAutomagic recaps, notes and a living campaign wiki for your TTRPG sessions
SpecialistAutomagic recaps, notes and a living campaign wiki for your TTRPG sessions

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