Patience pays. But only if you have the right intelligence.

That twenty percent is where the human analyst earns their keep. The AI handles the volume. You handle the judgment. Nobody is replacing the strategist.

Consider pricing intelligence as a practical starting point. Monitor competitor pricing pages weekly. Track changes over time. Correlate price shifts with their product announcements. The pattern reveals strategy.

Until they put pricing behind a login wall and your pipeline hits a 403. Then your beautiful intelligence system just became a very expensive cron job.

Adapt. There are always other signals. G2 reviews, customer complaints on social, integration partner listings. If one source dries up, three others open. Diversify inputs.

The deeper play is mapping competitive positioning, not just pricing. What language do they use? What pain points do they emphasise? AI can analyse hundreds of landing pages and extract the messaging framework in minutes.

Now you are talking about something real. Messaging analysis is underrated. You can learn more from how a company describes itself than from any financial filing.