Software markets are easy to research: competitors publish pricing pages, changelogs, documentation, integrations and job posts. They are also easy to misread, because a feature checklist makes every product look similar. Good SaaS competitor analysis looks past features to the things competitors cannot easily change.
1. Build the list from where buyers shortlist
- G2 and Capterra category pages and the "alternatives" pages for your closest rival.
- Google searches such as "[category] software", "[rival] alternatives" and "[rival] vs".
- Product Hunt launches in your category over the last two years.
- Your own trial signups ("how did you hear about us?") and lost-deal notes.
- AI assistants: ask which tools they recommend for your use case, and note how they describe each one.
Include substitutes: spreadsheets, agencies, in-house tools.
2. Compare pricing models, not just prices
Record each competitor's:
- value metric (per seat, per contact, per usage, flat),
- entry paid price and most popular plan,
- free plan or trial,
- annual discount,
- features gated to higher tiers (SSO, API, permissions are common).
Then normalise to a comparable scenario, such as "a 10-person team on the plan that includes feature X". The price comparison tool converts currencies and billing periods.
3. Map features, then look for commitments
A feature matrix shows table stakes and gaps. But features are easy to copy. What competitors find hard to change:
- their pricing model (changing it means repricing the whole customer base),
- the customer segment they have publicly committed to,
- their architecture and data model,
- the promise they have made loudly in marketing.
Position against commitments. If the market leader is committed to enterprise, a clear small-team product is hard for them to answer.
4. Read reviews for switching triggers
G2 and Capterra reviews explain why customers leave: price increases, missing integrations, poor support, complexity. These are your acquisition messages.
5. Measure momentum
- Changelog frequency over the last 90 days.
- Hiring: open roles by department show where they invest (sales, engineering, AI).
- Funding and news.
- Traffic and content: organic traffic trends and which topics they publish on.
6. Check search and AI visibility
Which competitors rank for your category keywords and comparison searches? Which ones do AI assistants recommend, and with what description? Both shape the shortlist before a buyer visits your site.
7. Turn it into positioning and sales tools
Use the SaaS template to score competitors, then build battlecards for the top three threats and a comparison page for the rival you meet most often. Keep comparison pages factual and dated; buyers and AI systems both reward honesty.
Worked example: a scheduling tool
A small scheduling tool for clinics compared itself with four general scheduling tools. The feature matrix showed parity on booking pages and reminders, and a table-stakes gap on calendar integrations. The pricing comparison showed its per-seat price at an index of 85. Reviews of the two largest rivals complained about setup for multi-doctor clinics.
The team closed the integration gap first, then repositioned around "multi-doctor clinics set up in a day", which the general tools were not committed to. The battlecard's landmine question became: "How many doctors and rooms do you need to schedule?"
Frequently asked questions
Should I publish comparison pages against competitors? Yes, if they are accurate, dated and fair, including where the competitor is better. They rank for "X vs Y" searches and help buyers.
How often should I re-check competitors' pricing? Monthly. SaaS pricing pages change often, and the Wayback Machine lets you see past versions.
What if a competitor copies my feature? Expect it. Positioning, service and the segment you commit to are harder to copy than features.