IX ML Analytics

IX ML Analytics

Share

iX ML Analytics is a career-focused data science training institute

18/06/2026

In Ghana’s match against Panama, the game didn’t own the internet, Caleb Yirenkyi did.

Within 24 hours, one pattern is undeniable:
Caleb Yirenkyi generated 50K+ searches, far outperforming the match itself and every other player combined.

This is not just a spike; it is real-time attention concentration.

Search behaviour clustered around three layers:
- Player-centric demand: Caleb Yirenkyi dominating conversations
- Match context queries: scores, fixtures, and outcomes
- Supporting personalities: Jordan Ayew, Antoine Semenyo, and others

Beyond the headline spike, a second layer of curiosity emerged at the final whistle. Manager Carlos Queiroz triggered 1,000+ searches at 10:30 PM UTC, while goalkeeper Benjamin Asare matched that volume starting at 10:20 PM UTC.

Further down the long tail, contributors like Ernest Nuamah (200+ searches) and Brandon Thomas-Asante sustained engagement into the following morning.

The search breakdown under Yirenkyi’s trend reveals a fan base seeking immediate context.

Search queries split into three distinct behaviours:
- Verification: “Who scored for Ghana today?”, “Man of the match Ghana vs Panama”
- Contextual analysis: “World Cup table”, “Group L”, “FIFA ranking 2026”
- Forward-looking intent: “Ghana vs England World Cup”, “Ghana’s next match”

Ghanaians are no longer just following matches, they are tracking standout performers in real time.

Sign-up for our three days Sports Analytics and Data Journalism Workshop now for 10% Discount (100% online): +233 50 928 3310

16/06/2026

Ghanaians used Mobile Money nearly 10 billion times in 2025, representing a year-on-year growth of approximately 20%.

Ghana’s digital payments growth is not just accelerating; it is structured, cyclical, and increasingly dominated by a breakout year: 2025. Across four years of Mobile Money data (e-Money) from the Bank of Ghana, one pattern is undeniable:

- The Seasonal Pulse: Transaction volumes consistently dip in February and June, then surge aggressively into Q4, with December peaking every single year except 2022.

This is not random behaviour. It is a repeatable demand cycle, and 2025 is amplifying it at scale. It is evident that the market operates in three distinct phases:

- Early-year slowdown (Jan-Feb): Post-holiday liquidity tightening.

- Mid-year dip (June): A transitional deceleration in economic activity.

- Year-end surge (Oct-Dec): Peak spending, accelerated business cycles, and intensified financial activity.

But here’s the shift: 2025 did not just follow the cycle; it outperformed every prior year at every stage of the curve. From January through December, 2025 consistently posted the highest transaction volumes on record, culminating in a record-breaking December peak of 982 million transactions.

This should trigger immediate urgency for FinTechs, Banks, and SMEs. The cycle is predictable, but the scale is expanding rapidly, and 2025 proves that the ceiling is moving higher.

If systems, liquidity management, and engagement strategies are not actively evolving with this growth, institutions risk being structurally underprepared especially when the Q4 wave hits.

The winners in Ghana’s FinTech and Banking space will not just follow the cycle; they will scale ahead of it and synchronize with its rhythm.

Connect with the Consumer Research Team at iX ML Analytics Ltd: +233 50 928 3310

12/06/2026

Fidelity Bank overtakes GCB in Share of Search Interest (SSI) while GCB maintains #2 rank despite MoM contraction as peers gain momentum.

Our Month-over-Month SSI analysis for May 2026 reveals a dramatic leadership shift across Ghana’s banking ecosystem:

- Fidelity Bank staged an explosive surge, climbing from an SSI index of 67 in April to 100 in May. This officially unseats GCB Bank (which dipped from 100 to 91) as the SSI leader. Except for GCB, the entire Tier 1 cluster saw double-digit growth, widening the gap over the rest of the market.

- Mid-tier players achieved massive upward trajectories. Absa Bank jumped from 29 to 53, while CalBank rose from 27 to 39, fueled by massive week-on-week closing sprints during month-end transactional cycles.

Connect with the Consumer Research Team at iX ML Analytics Ltd. Direct Line: +233 50 928 3310

10/06/2026

Koforidua Technical University leads Share of Search Interest (SSI) among public technical universities in Ghana, but Kumasi and Sunyani are holding strong ground in the competitive landscape.

We tracked the share of search interest (SSI) for all ten Public Technical Universities in Ghana from January 1, 2025, to May 31, 2026. Here is what the market intelligence reveals:

- Peak vs. Baseline Demand: Student search interest spikes sharply in January, July, and December, but drops significantly during March-April and September-October. This indicates that search visibility is strictly event-driven (admissions windows, institutional news) rather than sustained brand demand. Universities failing to dominate these peak windows lose immediate applicant interest, while those neglecting always-on visibility remain digitally invisible for over half the year.

- Koforidua Technical University dominates decisively (SSI: 100 | 36.86% share), controlling over one-third of total search attention across the entire landscape. This signals unmatched digital mindshare among technical tertiary education seekers nationwide.

- Kumasi Technical University (SSI: 62) and Sunyani Technical University (SSI: 49.3) form a highly competitive Tier 2 cluster. While they maintain solid baseline tracking, they still trail significantly behind the market leader.

- The Visibility Cliff: A steep drop follows the top three. Accra Technical University (SSI: 20) and the remaining public Technical Universities operate within a highly fragmented Tier 3 zone characterized by limited national discoverability.

- Operational Instability: Our model shows that over 70% of these institutions exhibit highly volatile search behaviour, confirming a reactive marketing posture rather than an intentional audience-building strategy.

- Consistency Without Reach: A few institutions show remarkably stable longitudinal trends (e.g., Cape Coast Technical University). However, their search stability is paired with low overall volume, indicating a consistent baseline that lacks competitive market reach.

True dominance in the educational ecosystem requires moving from seasonal, campaign-driven noise to always-on digital demand systems. Relying on admission months alone leaves millions of impressions on the table.

Want the full market intelligence report and pricing? Connect with the Consumer Research Team at iX ML Analytics Ltd.

Direct Line: +233 50 928 3310

04/06/2026

GCB Bank leads Share of Search Interest (SSI) for May 24-31, but the bigger story is not leadership, it’s stability.

We tracked search interest for all 23 banks in Ghana over the period May 24-31, 2026. Here is what we observed:

- GCB Bank retained the #1 position (SSI: 100), maintaining overall dominance despite experiencing high volatility. This pattern signals massive public visibility but highly unstable underlying demand drivers.

- Fidelity Bank Ghana ranked #2 (SSI: 90), exerting strong competitive pressure at the top but mimicking similarly volatile search patterns.

- Ecobank Ghana ranked #3 (SSI: 85) and stands out sharply as the only Tier 1 bank with a statistically stable trend, indicating a highly resilient, brand-driven demand baseline.

- Standard Chartered and First Atlantic Bank are losing structural momentum, characterized by declining week-on-week search interest and weakening digital visibility.

Across the sector, over 80% of banks exhibit highly volatile search patterns, confirming one critical macro reality:

Most banks are not actively building digital demand for their services; they are simply reacting to it.

What this means:
- Leadership without stability is fragile: Spikes in visibility fade quickly without systematic tracking.

- Volatility signals campaign-driven noise: True brand strength lives in the baseline, not the temporary promo peaks.

- Sustainable dominance requires always-on digital demand systems: This demands continuous investments in intent-based SEO, strategic content architecture, seamless digital CX, and targeted PR.

The Ghanaian banking landscape is fundamentally shifting from who is briefly seen to who is consistently searched.

Connect with the Consumer Research Team at iX ML Analytics Ltd.
Contact: +233 24 66 286 11

28/05/2026

Our weekly Banking relative Share of Search Interest (SSI) Tracker for May 17-23, 2026 shows GCB Bank reclaiming the number one position.

However, looking beneath the surface, the Week-on-Week data reveals a critical reality about the market:

A: The leadership shift
- GCB Bank ( #1): Reclaimed market leadership within a declining attention market. This signals relative structural strength rather than absolute growth. Our model indicates this is a classic "Pa-To-Pa" Campaign Hangover Effect. Thus, proving how tactical promotions temporarily shift visibility, but require sustained momentum to hold.

- Ecobank Ghana: Lost its #1 spot following last week’s massive surge. This is clear evidence of post-spike normalization, not permanent competitive displacement.

- Fidelity Bank Ghana (-8%): Continues its downward correction, signalling weakening SSI momentum after previous high-visibility cycles.

B: Marginal gains vs. Market contraction
- GTBank (+2%) and CBG (+9%): Both recorded gains, but against a backdrop of declining overall search interest. This reflects short-term attention capture rather than a sustained, organic brand pull.

- The post-spike collapse: We observed sharp market contractions across 82% of the banking sector. Notably, Standard Chartered Bank (-57%) suffered a classic post-spike collapse, while Societe Generale (-84%) and Bank of Africa (-49%) experienced heavy corrections.

C: Key strategic takeaway
Leadership in Ghana’s banking search interest is highly fluid and event-driven, it is not structurally owned.

Contact the Consumer Research Team at iX ML Analytics Ltd: +233 24 66 286 11 | www.ixmlanalytics.com

hashtag hashtag hashtag hashtag hashtag hashtag hashtag hashtag hashtag hashtag

Photos from IX ML Analytics's post 23/05/2026

Ghana’s banking competition is not just about who ranks #1 nationally. It’s about where each bank wins.

Between May 10 to 16, regional search data reveals a clear divide between Ecobank Ghana and GCB Bank (the top two performers for the week).

Two banks. Two completely different maps of dominance:
- Ecobank leads only in Greater Accra (55% vs. 45%).
- GCB dominates most regions, holding a 52% to 63% share across the country.
-In Volta and Oti, GCB owns 100% of the relative search attention.
-In the Northern belt, GCB maintains over 60% dominance.

Key Highlights for Decision-Makers:
- Urban leadership does not equate to national leadership: Winning Accra is powerful, but it is not the whole market.

- Regional dominance is a strategic asset: GCB’s control across the regions signals deep-rooted brand familiarity and accessibility.

- Search behaviour mirrors market reality: People search for the banks they trust where they live and transact.

What Decision-Makers Should Do Differently:
- Design region-specific strategies: Ghana is not a single market: it is 16 distinct regions. Do not treat the country as a uniform demographic. Build specifically for regional realities.

- Strengthen your "phygital" presence while ensuring omni-channel CX: Search drives discovery. However, trust is built where customers can access you physically with brand consistency and smooth channel integration.

- Track Share of Search Interest (SSI) regionally and nationally: Partner with the iX Digital and Consumer Behaviour Team. That is where real competitive intelligence lives.

We are just a call away to help you map your brand's digital footprints:
+233 24 66 286 11 | [email protected]

21/05/2026

Between May 10-16, search data shows Ecobank Ghana jumped to #1 in Relative Share of Search Interest (SSI), overtaking Fidelity Bank Ghana, while GCB Bank held strong in 2nd place.

But here is the real insight:

Our model shows that most banks are not building consistent visibility. Out of the 23 banks analysed, only First National Bank Ghana exhibits a stable search pattern. Every other bank, including the top performers, is highly volatile.

This means most banking brands are being searched because of moments, not memory. They are simply riding temporary spikes.

Key Insights Breakdown:
- Ecobank Ghana: Surged +30%, moving from a score of 76.97 to claim the #1 spot (SSI = 100). This was heavily driven by the Daniel Ofori v Ecobank legal case, mobile banking codes, and branch searches.

- GCB Bank: Recorded a modest +3% increase, maintaining its strong hold in 2nd place through functional demand (internet banking and Ghana Card linking).

- Fidelity Bank Ghana: Declined by -6%, losing its top position from the previous week.

- Standard Chartered Ghana: Recorded a massive +169% growth week-on-week, but this came from a very low baseline and remains highly volatile.

Our early warning signal model shows active brand and product comparisons happening among certain banks (names withheld for now). This is a critical early warning signal for customer churn.

The insight from the tracker shows that high search interest can signal customer friction or reputational pressure, not just brand strength:

- GCB’s “Ghana Card Link” searches grew by 250% compared to the previous week, showing massive functional demand / operational anxiety from customers.

- Ecobank’s legal-related searches (Daniel v Ecobank) surged by over 5,000%, showing heavy reputational noise.

This week-on-week movement confirms that SSI leadership in Ghana's banking sector is constantly shifting but never stabilizing.

Banking professionals must, thus, separate demand from distress.

The iX ML Analytics Ltd team will keep tracking the data as the landscape shifts. Stay tuned.

Contact the Team: +233 24 66 286 11


14/05/2026

We tracked search interest for all 23 licensed banks in Ghana from Sunday, May 3 to Saturday, May 9, 2026.

Here’s what we found:
Fidelity Bank Ghana leads with a Relative Share of Search Interest (SSI) Index of 100, followed closely by GCB Bank at 95, and Ecobank Ghana at 77.

But there’s a deeper story behind the rankings.
Our model shows that this leadership was not stable across the week.

The top-performing banks by SSI exhibited volatile search patterns, suggesting that their search interest across the seven days was driven more by short-term triggers than consistent, everyday demand (e.g., searches for apps, branch locations, short codes, or customer support).

In contrast, a few banks showed a different pattern:
- Absa Bank Ghana (SSI: 73)
- CalBank (SSI: 53.95)
- Republic Bank Ghana (SSI: 6.21)

These banks recorded stable search behaviour across the week, indicating consistent baseline attention, even at lower relative search interests.

This insight means that:
- Most banks, even the top-ranked ones, are riding volatile attention
- Only a few are building consistent, repeat search interest (online visibility)

This shifts how banks should think about competition:
- Visibility is not just about being seen
- It’s about being searched consistently

Spikes create awareness. But consistency builds dominance.

Do not be searched because of the moment only, be searched because of the brand


13/05/2026

Before 4:00 pm (Tuesday, May 12), almost no one was searching for Alex Ebube. Then suddenly, attention surged.

Not gradually. Not evenly. Instantly. Nigeria led the spike, peaking at 100. Ghana followed, but at a much lower intensity, peaking at just 20.

This raises an interesting question:
Does digital attention stay local, or does it travel?

What the data shows is clear:
Attention starts somewhere, but it rarely stays there.

Nigeria drove the moment.
Ghana responded to it.

This is how virality works today:
- It is triggered in one location
- It spreads across borders
- But it does not carry the same intensity everywhere

For brands, creators, and media:
- Not all visibility is equal
- Not all audiences engage the same way

Attention is contagious but unevenly distributed.

What do you think drives this kind of cross-country attention?

Want your school to be the top-listed School/college in Accra?

Click here to claim your Sponsored Listing.

Location

Telephone

Address

Okaitse Adama Lake, Accra, Near Caprice, Opposite Ayalolo Bus Stop
Accra