Build a real-time competitive landscape from buyer conversations
Track competitor mentions, win/loss patterns, and positioning gaps across every sales call and support ticket automatically.
| Competitor | Mentions | Sentiment | Trend | Source |
|---|---|---|---|---|
| VantageThreat | 41 | +89% | Gong | |
| NorthbeamThreat | 28 | +54% | Slack | |
| ArclineThreat | 19 | +31% | ||
| Strata | 14 | steady | Gong | |
| Ridgeline | 11 | -22% | ||
| Candor | 8 | -18% | Intercom | |
| Pinecrest | 6 | steady | Slack | |
| Dawnlight | 4 | -41% | Gong |
Vantage mentions
3 quotesProspects comparing real-time dashboards vs. async intelligence. Speed is their wedge.
Vantage's live view is flashy but our team stopped checking it after a week. No actionable signal.[1]
We're evaluating Vantage alongside you. Their demo was strong on speed but light on depth.[2]
Our board asked why we aren't using Vantage. Need a one-pager on the difference.[3]
The problem
PMMs rely on G2 pages, analyst reports, and quarterly win/loss interviews for competitive intelligence. By the time the landscape deck ships, the data is weeks old. Competitors launch features, change pricing, and shift messaging faster than any manual review can keep up. The real signal is buried in sales calls, support tickets, and Slack threads. Reps hear competitor names every day but have no structured way to report what they hear. The PMM finds out about a new threat when a deal is already lost. Without a live competitive picture, positioning drifts. Battle cards reference last quarter's objections. The board gets a snapshot, not a trend line. And the team that should own the narrative is always reacting instead of leading.
How Amdahl solves it
Amdahl ingests every call transcript, support ticket, and internal thread. It identifies competitor mentions by name, clusters them by sentiment and deal outcome, and tracks frequency over time. No manual tagging. No survey forms for reps to fill out. The result is a living competitive landscape. You see which competitors are gaining momentum, which objections are new, and which positioning angles correlate with wins. Alerts fire when a new vendor crosses the mention threshold or when sentiment around an existing competitor shifts. Competitive briefs generate automatically with cited source calls. The PMM reviews and publishes instead of researching and writing. The quarterly landscape report becomes a byproduct of the data, not a project.
What we offer
Competitive landscape dashboard with mention trends and sentiment
Per-competitor briefs with cited call transcripts
Win/loss pattern analysis by competitor and ICP segment
Alerts when new competitors cross the mention threshold
Quarterly competitive reports with source attribution
Positioning gap analysis showing where messaging falls short
Workflow
- Step 01
Connect conversation sources
Link Gong, Fathom, Chorus, Intercom, Slack, and your CRM. Amdahl ingests the back catalog and starts syncing new conversations as they land.
- Step 02
Define your competitive set
Name the competitors you want to track explicitly. Amdahl also surfaces new vendors automatically when they cross a configurable mention threshold.
- Step 03
Amdahl clusters mentions and tracks trends
Every new conversation updates the competitive graph. Mentions are clustered by competitor, sentiment, deal stage, ICP, and outcome. Trend lines update in real time.
- Step 04
Review and publish competitive briefs
Briefs and landscape reports generate with inline citations to source calls. The PMM reviews each update before it reaches the team. Alerts notify you when something material changes.
Frequently asked
- How quickly does a new competitor mention surface?
- As soon as the call transcript or ticket lands in your connected source. Amdahl processes new conversations continuously. If a rep hears a new vendor name on a Tuesday morning call, it shows up in the dashboard by Tuesday afternoon. You do not wait for a quarterly review cycle to discover threats. The system also distinguishes between casual mentions and serious competitive pressure by looking at deal context and repetition patterns.
- What sources does competitive intelligence pull from?
- Gong, Fathom, Chorus, Granola, Circleback, Intercom, Zendesk, Slack, email threads, and CRM notes. Any source that contains unstructured conversation data works. For platforms without a native connector, you can push transcripts through the ingestion API. The more sources you connect, the more complete the competitive picture becomes. Most teams start with call transcripts and add support tickets and Slack within the first week.
- Can we track competitors we did not name in advance?
- Yes. Amdahl runs entity recognition across all conversations and flags vendor names that appear repeatedly but are not in your tracked set. You configure the threshold for when a new name triggers an alert. This catches emerging competitors and adjacent-market vendors that reps encounter before the PMM hears about them. The PMM approves the addition before a full brief generates.
- How does sentiment analysis work on competitor mentions?
- Amdahl classifies each mention as positive, negative, or neutral based on the surrounding conversation context. A rep saying the competitor is faster at something registers differently than a prospect saying they dropped the competitor. Sentiment aggregates at the competitor level so you can see whether perception is shifting over time. The raw quotes are always one click away so you can verify the classification yourself.
- Does this replace our quarterly win/loss analysis?
- It replaces the manual research phase. Instead of scheduling interviews and reading CRM notes, you start with a pre-built dataset of every competitive mention tied to deal outcomes. The quarterly report becomes a summary of data that already exists rather than a research project. Most PMMs cut the time from three weeks to two days and get a more accurate picture because the data covers every deal, not just the ones where reps agreed to an interview.
See this use case running on your own customer conversations.