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How to evaluate any media-intelligence vendor.

An honest evaluation framework, including a candid view of where we win and where another vendor might be the better fit. We have lost evaluations to global platforms, regional incumbents, and in-house builds. Here is when each of those is the right call — and when MarketIQ is.

The honest opening claim.

We are not the cheapest media-intelligence option in the world. We are not the largest platform you can buy. We are not the AI-only future-of-everything pitch.

We are the option for organisations that want African media coverage taken seriously — by analysts, with methodology, and a service model that has not been replaced by a self-service portal.

The four archetypes you will evaluate

Most media-intelligence procurement processes consider some combination of these four. Here is when each one wins, and when we do.

Archetype

The global enterprise platform

e.g. Meltwater, Cision, NewsWhip

Pick them when
  • ·You need a single global tool with thousands of seats
  • ·Your team values broad self-service over methodology depth
  • ·The procurement team standardised on a vendor in your HQ market
  • ·You want a "platform-first" buying motion (per-seat licensing, log-in-and-go)
Pick MarketIQ when
  • ·African coverage depth — local-language sentiment, broadcast voice-to-text in markets they outsource or skip
  • ·Methodology rigour — every score defensible to a board
  • ·Service model — you have an account team, not a portal
  • ·White-labelling — your brand on every output, not theirs
Archetype

The pure-software / AI-only player

e.g. AI-first sentiment platforms, dashboard-only vendors

Pick them when
  • ·You have an in-house analyst team that needs raw classified data
  • ·You want sub-minute latency above all else
  • ·You are comfortable validating AI sentiment in-house
  • ·Cost per clip dominates the procurement decision
Pick MarketIQ when
  • ·Human-validated outputs — analyst sign-off on every report
  • ·Recommendations, not just data — every report ends with what to do
  • ·Sentiment accuracy in African languages — pure AI does not yet handle the long tail of South African English idiom, isiZulu, Swahili
  • ·Methodology defensibility — when the board asks "how do you know?", we have answers
Archetype

The regional incumbent

e.g. Long-running local SA / African media-monitoring firms

Pick them when
  • ·You have a multi-decade existing relationship with a specific firm
  • ·You need a vendor that only services one market and you only operate there
  • ·Familiarity with the existing reporting templates is high-value
Pick MarketIQ when
  • ·Pan-African capability — we serve clients across 47+ markets through a single account team
  • ·Modern methodology — impact score with documented variables, not the AVE-only legacy approach
  • ·White-labelling and dashboard quality — modern interfaces, modern delivery
  • ·Quality consistency — software-driven classification stops the "Friday afternoon" quality dip
Archetype

The in-house build

e.g. Internal dashboards on RSS + spreadsheet workflows

Pick them when
  • ·Coverage volume is small enough to manage manually
  • ·You have an in-house developer who maintains it as a side-project
  • ·No external sentiment classification is needed
Pick MarketIQ when
  • ·Total cost — once you account for the analyst time, the in-house spreadsheet is rarely cheaper
  • ·Continuity — when the developer leaves, the system collapses
  • ·Quality of analysis — internal teams produce internal-quality reports; we produce board-ready ones
  • ·Coverage breadth — broadcast monitoring at scale is not a side-project

The questions to ask any vendor

Including us. Honest answers next to the framing of how others typically handle the same question.

How do you handle African-language sentiment classification?

How others typically answer

Most global platforms machine-translate to English first, then run sentiment on the translation. Local idiom and tonal nuance is lost at the translation step.

How MarketIQ answers

We classify in-language using software trained on locally-collected datasets, then validate with a native-speaker analyst. The validation step is the difference.

What is the analyst-to-client ratio?

How others typically answer

Often unstated. SaaS platforms typically have shared support pools; named-analyst service is a premium tier.

How MarketIQ answers

Each client has a named account analyst from day one. The ratio is published in the SOW. No support tickets routed to a generic queue.

How do you defend the methodology to a board?

How others typically answer

Methodology documentation is sometimes a marketing PDF; sometimes available under NDA; sometimes not documented at all beyond "AI-powered".

How MarketIQ answers

We publish the impact-score formula on this site. The variable definitions are open. The calibration parameters are reviewed every six months by a working group with at least one external academic reviewer.

What happens when the AI is wrong?

How others typically answer

Pure-software platforms typically expose a sentiment-correction tool to clients — you fix it on your side.

How MarketIQ answers

A human analyst catches it before it reaches you. Confidence-thresholded review queue + 10% audit on high-confidence classifications.

Who owns the data and the dashboards?

How others typically answer

Per the platform’s standard terms — usually the platform owns the metadata, you license access.

How MarketIQ answers

You own the deliverables. The white-labelled platform carries your brand. You can take an export at any time.

What is the off-ramp?

How others typically answer

Annual contracts are standard; mid-term termination typically requires cause; data export sometimes constrained.

How MarketIQ answers

Month-to-month under our default MSA. 60-day off-ramp. Full data export — your historical coverage in CSV / Excel — included.

The bake-off

Run a parallel pilot.

The fastest way to evaluate any media-intelligence vendor — including us — is to run a 60-day parallel pilot against your existing solution. Same scope, same coverage period, same competitor set. At the end of 60 days, line up the two reports and look at:

  • Coverage completeness — did the same clips show up in both?
  • Sentiment accuracy on a sample audited by your team — which vendor was closer to your reading?
  • Recommendation quality — did either report tell you something you did not already know?
  • Effort to get value — how much of your team’s time did each vendor consume?

We have run this evaluation against every named competitor over the past two decades. We have lost some. We have won most. Either outcome is honest data for you.

Bring the toughest evaluation framework you have.

Schedule a comparison conversation. We will walk through your current vendor, your evaluation criteria, and the specific delta you should expect from a switch.

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