If you choose a monitoring service, you need it to cover the places where discussions relevant to your work take place. Monitoring tools are compared on features and differ mainly on sources. Two products can offer identical reports and read entirely different parts of the internet, which decides whether either is useful to you.
Three types of source, and which tools read them
Social platforms. Posts, replies and comments. Opinion and complaints spread quickly here, and access depends on platform agreements that change.
Published pages. News articles, trade press, blogs, podcasts. Slower, more considered, and where a business's reputation is written down in a form that persists and gets cited later.
Review sites. Structured opinion attached to a rating, often with a response mechanism.
Products divide sharply. Social listening platforms read the first and third and cover published pages more thinly. Media monitoring products emphasize the second. OppAlerts reads published pages only: news, blogs, podcasts and stored web pages. Its News Index draws from more than four million feeds and retains roughly two million documents in a typical 30-day window. It does not read social platforms or review sites, and no report it produces should be treated as social listening.
Which one your market needs
The question is where the conversation that affects you happens, and the answer differs by business.
A consumer brand with a complaint appearing on social media at nine in the morning needs to know at nine fifteen, and published-page monitoring will not tell it.
A business selling to other businesses is more often discussed in trade press, industry blogs, comparison articles and podcasts, and those are the pages that get cited later by both search engines and AI assistants.
Many organizations need both, and it is cheaper to accept that than to buy one tool and hope it stretches.
The four questions that separate products
1. What does the meter count?
Most monitoring products charge for mentions returned rather than searches run. So the bill scales with how much is being said about you, and two companies on identical plans tracking identical terms can have completely different experiences.
Estimate your monthly volume before choosing a tier, and ask what happens when the allowance is exhausted mid-month. A product launch or a news cycle can consume it.
A meter counting requests made rather than results returned behaves differently: the figure does not move when a busy week produces more coverage.
2. How far back does it reach?
Rarely advertised and worth asking. A current-coverage index answers what is being published now and cannot answer what was written two years ago.
The OppAlerts News Index keeps two monthly tables, so its reach is the current month and the previous one. If a permanent record matters to you, export what you find while it is in range, whichever product you use.
3. How is it searched?
A keyword alert returns pages containing the words you registered, and misses coverage of your market that uses different vocabulary. A meaning-based search can return a relevant article that shares none of your terms.
The difference matters most for market monitoring rather than brand monitoring. Your brand name is exact, so keyword matching suits it. "What is being said about our category" is a question keywords answer badly.
4. What can you do with a result?
Every product will tell you a page mentioned you. They diverge on what comes next.
Some add sentiment, demographics and anomaly detection, which describe the conversation. Some add journalist databases and distribution, which serve press relations. Some, including this one, add whether the page linked to you, the contact route the site publishes, the publication's link history, and other placements available on similar sites.
Those are different jobs. A team wanting to understand sentiment across a market and a team wanting to convert coverage into links need different products, and neither substitutes for the other.
Why source counts do not settle it
Vendors publish source figures that look comparable and are not. One counts a publication as a source; another counts each of its feeds. A source is also not a document, since one source can produce thousands of documents a month.
Replace the comparison with a checkable question. Name the ten publications that matter most in your market and ask each vendor whether they are covered, how quickly, and whether full text or only headlines are indexed.
That answer can be verified in a trial. A source count cannot.
Briefing vendors so quotes are comparable
Several products in this category quote rather than publish prices, and quote factors include source breadth, regions, data volume, user count, integrations and contract length.
Give every vendor the same written brief: the same keyword set, the same regions and languages, an estimated monthly mention volume, and the number of people needing access. Without that, the quotes describe different products.
Before buying a monitoring tool, list the sources and history your team needs. Check those requirements against its coverage so the reports serve your actual review work.
See brand monitoring tools, brand monitoring in OppAlerts, or the monitoring glossary.