Commissioned Research
Top 9 Best Adwords Management Services of 2026

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Digital Marketing

Top 9 Best Adwords Management Services of 2026

Compare adwords management services and how firms like WebFX, Perfect Search Media, and Lyfe Marketing handle PPC account setup and optimization.

20 min readUpdated Editorially scoped research
How we ranked these tools
01Editorial Scope

Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.

02Source Research

AI search agents find sources, extract figures with provenance, and aggregate written reviews. They also transcribe video reviews and podcasts.

Read our full methodology →

Framework: Features 40% · Ease 30% · Value 30%

Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy

Adwords management services manage how Google Ads campaigns are structured, budgeted, and optimized through conversion-first search and shopping workflows. This comparison helps analysts and operators weigh agency coverage, automation and reporting integration, and account governance tradeoffs such as access controls and auditability for in-house teams.

WebFX is the best pick for mid-market teams that need managed Google Ads execution plus governance because it keeps every campaign update traceable with documented change history, while Perfect Search Media is the better fit for search-led advertisers that want a tight workflow for reviewing search terms and turning findings into negatives and message tweaks.

Editor’s top 3 picks

Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.

Editor pick
1

WebFX

Change history documentation tied to campaign updates for audit-style review of what changed and when.

Best for: Fits when mid-market teams need managed Google Ads execution plus account governance.

2

Perfect Search Media

Editor pick

Ongoing search-term review workflow that converts findings into targeted negatives and message adjustments.

Best for: Fits when search-led advertisers need structured account changes and tracking discipline.

3

Lyfe Marketing

Editor pick

A campaign structure hygiene workflow ties account changes to measurable conversion outcomes, not only click metrics.

Best for: Fits when marketing teams want managed Google Ads execution with rigorous campaign structure control.

Comparison Table

1
WebFXBest overall
agency
9.2/10
Overall
2
8.9/10
Overall
3
8.8/10
Overall
4
agency
8.5/10
Overall
5
8.3/10
Overall
6
7.8/10
Overall
7
7.6/10
Overall
8
7.3/10
Overall
9
6.9/10
Overall
#1

WebFX

agency

Full-service digital marketing agency offering dedicated Google Ads management services.

9.2/10
Overall
Features9.2/10
Ease of Use9.0/10
Value9.4/10
Standout feature

Change history documentation tied to campaign updates for audit-style review of what changed and when.

WebFX is a managed Google Ads service aimed at teams that want hands-on campaign operation plus reporting they can govern month to month. It handles campaign structuring, ad copy and asset management, and ongoing bidding and budget pacing across search and shopping style workflows.

The differentiator is operational documentation and change tracking that supports account governance instead of only performance reporting. It also supports conversion measurement improvements such as enhanced conversions to keep smart bidding aligned with actual outcomes.

Pros
  • +Account change history and operational reporting support governance and review
  • +Managed campaign taxonomy work for search and shopping style structures
  • +Conversion measurement improvement work supports smarter bid strategies
  • +Consistent ad asset and rotation handling for responsive ad formats
Cons
  • –Automation and API access are not a primary interface compared to UI workflows
  • –Quality gains depend on strong landing page and tracking input from the client
Use scenarios
  • Lead-gen marketing teams

    Outsourced search campaign optimization

    More controlled spend

  • Ecommerce growth teams

    Shopping campaign execution and pacing

    Aligned acquisition reporting

Show 2 more scenarios
  • Local service operators

    Calls and booking lead generation

    More inquiry volume

    Sets up location targeting with call tracking, landing pages, and conversion measurement.

  • Mid-market marketing departments

    Unified cross-channel optimization

    Fewer handoff points

    Combines SEO, paid media, content, social, web work, and analytics under shared delivery governance.

Best for: Fits when mid-market teams need managed Google Ads execution plus account governance.

#2

Perfect Search Media

agency

PPC and paid social agency specializing in Google Ads management for performance brands.

8.9/10
Overall
Features8.9/10
Ease of Use8.9/10
Value8.9/10
Standout feature

Ongoing search-term review workflow that converts findings into targeted negatives and message adjustments.

Perfect Search Media’s account management process typically centers on controlled campaign taxonomy, regular search-term and negative keyword maintenance, and conversion tracking validation across key customer actions. The service is most aligned with advertisers who want changes tied to specific account levers, such as ad messaging iterations and structured bidding adjustments, rather than broad reporting. This fit is strongest when internal teams need clear change ownership and can act on implementation feedback quickly.

A key tradeoff is that the workflow can require tight coordination when conversion tracking depends on site events that the advertiser must instrument or maintain. Perfect Search Media fits best when there is already enough conversion volume to support iteration and when the account has enough structural clarity to audit and refine.

Pros
  • +Tight focus on search-term and negative keyword maintenance cycles
  • +Campaign taxonomy work supports clearer optimization boundaries
  • +Conversion tracking checks reduce wasted spend on misattributed actions
  • +Ad copy iterations align to implemented account structure
Cons
  • –Requires dependable site instrumentation for stable conversion signals
  • –Less suitable for accounts that lack a usable baseline structure
  • –Creative and landing-page iterations may depend on client turnaround speed
  • –Process depth is strongest for search-heavy portfolios
Use scenarios
  • B2B growth marketing teams

    Scale qualified leads from search

    Improved lead quality control

  • Ecommerce performance marketers

    Reduce waste in shopping traffic

    More efficient ad spend

Show 1 more scenario
  • Demand generation managers

    Stabilize attribution and KPIs

    Cleaner KPI decisioning

    Audits conversion events and aligns reporting to implemented changes across campaigns.

Best for: Fits when search-led advertisers need structured account changes and tracking discipline.

#3

Lyfe Marketing

agency

Digital marketing agency offering Google Ads management tailored for small businesses.

8.8/10
Overall
Features8.8/10
Ease of Use8.8/10
Value8.8/10
Standout feature

A campaign structure hygiene workflow ties account changes to measurable conversion outcomes, not only click metrics.

Lyfe Marketing typically manages day-to-day Google Ads execution across multiple campaign types, including search, display, shopping, and video campaigns. Campaign taxonomy work and continuous changes support better alignment between intent, ad creative, and landing page relevance. Reporting is oriented around what changed and why, which makes internal reviews easier for marketing and revenue stakeholders.

A key tradeoff is that mature internal governance is still required because ad testing and budget pacing adjustments depend on timely access to conversion definitions and site instrumentation. Lyfe Marketing works best when conversion tracking is already in place or when the team can support quick validation of what counts as a conversion so smart bidding can respond quickly.

Pros
  • +Structured campaign change process improves auditability of ongoing optimizations
  • +Multi-campaign execution covers search, shopping, and video workflows
  • +Conversion tracking upkeep helps keep bidding decisions grounded in outcomes
  • +Clear reporting narrative links performance shifts to specific actions
Cons
  • –Day-to-day control requires fast internal responses to tracking validation
  • –Account restructuring can create short-term volatility during taxonomy changes
Use scenarios
  • Demand generation teams

    Scale search and shopping with tighter intent

    Higher qualified conversion volume

  • Ecommerce performance teams

    Iterate shopping feeds and ad groups

    More stable purchase volume

Show 2 more scenarios
  • B2B marketing owners

    Improve conversion reliability for bidding

    Lower wasted spend

    Works conversion definitions into ongoing optimization so smart bidding follows real leads.

  • Growth teams

    Coordinate video prospecting and retargeting

    Better audience-to-lead conversion

    Aligns video and downstream conversion goals to keep audience-driven spend controlled.

Best for: Fits when marketing teams want managed Google Ads execution with rigorous campaign structure control.

#4

JumpFly

agency

Dedicated PPC management agency managing Google Ads and Bing Ads for diverse clients.

8.5/10
Overall
Features8.5/10
Ease of Use8.5/10
Value8.5/10
Standout feature

Change history log and implementation-focused recommendations that connect restructuring decisions to measured outcomes.

JumpFly manages Google Ads accounts across search, shopping, and remarketing workflows, with an emphasis on systematic account restructuring and reporting cadence. Core work typically includes campaign and ad group taxonomy alignment, keyword strategy, and continuous performance tuning tied to conversion tracking quality.

Pros
  • +Structured account rebuilds that keep campaign taxonomy consistent over time
  • +Conversion tracking reviews that prioritize attribution integrity for bidding changes
  • +Ongoing search term mining to refine keyword coverage and negative lists
  • +Clear monthly recommendation cadence with implementation focus
Cons
  • –Requires internal discipline for landing page updates tied to ad learnings
  • –Limited visibility depth for every ad asset variant in very large accounts
Use scenarios
  • Paid media teams

    Single workflow for channel execution

    Consistent campaign implementation

  • Brands with many products

    Paid search support for catalog merchandising

    More targeted traffic

Show 2 more scenarios
  • Local business operators

    Managed acquisition for location-based leads

    More bookings and leads

    Combines paid search, paid social, tracking, and landing page work for qualified inquiries.

  • Display advertising teams

    Programmatic display audience and bid control

    More transparent delivery

    Sets audiences, bids, placements, frequency controls, and creative tests with segment-level reporting.

Best for: Fits when teams need hands-on Google Ads management with structured taxonomy changes and conversion-focused optimization.

#5

NP Digital

agency

Global performance marketing agency offering Google Ads management and paid media services.

8.3/10
Overall
Features8.3/10
Ease of Use8.3/10
Value8.3/10
Standout feature

Documented change history and structured account governance guide day-to-day optimization decisions.

NP Digital fits teams that want ongoing management with clear operational discipline across multiple campaign types. The service is most relevant where campaign taxonomy, budget pacing, and auction insights drive recurring decisions rather than one-time setup. It is also a strong option when conversion tracking needs continuous validation so reporting supports smart bidding changes and performance reviews.

Pros
  • +Structured account governance that keeps campaign changes traceable
  • +Breadth across search, shopping, display, and video campaign execution
  • +Conversion tracking hygiene work supports smarter bidding decisions
  • +Operational cadence for continuous testing and auction-based refinements
Cons
  • –Requires internal alignment on conversion events and measurement expectations
  • –Change volume can be high during active optimization periods
  • –Governance depth adds process overhead for lean account setups
Use scenarios
  • Performance marketing leads

    Run multi-campaign Google Ads with governance

    Cleaner decision-making cadence

  • E-commerce growth teams

    Manage shopping feed and bidding shifts

    More stable purchase reporting

Show 2 more scenarios
  • Analytics and RevOps teams

    Harden conversion tracking across campaigns

    Higher trust in results

    Conversion tracking validation reduces reporting drift before bidding automation adjustments.

  • Paid search managers

    Improve search performance with iterative testing

    Lower wasted spend

    Repeatable experimentation refines match intent and ad messaging while monitoring auction outcomes.

Best for: Fits when mid-market teams need managed Google Ads with disciplined measurement and ongoing optimization cycles.

#6

Logical Position

agency

Google Premier Partner providing PPC management with a focus on Google Ads and Microsoft Ads.

7.8/10
Overall
Features7.8/10
Ease of Use7.7/10
Value7.9/10
Standout feature

Operational change-history workflow that records what changed in campaigns and why, supporting auditability and faster iteration.

Logical Position manages Google Ads accounts with a focus on search campaign execution and ongoing optimization tied to conversion outcomes. The service is distinct for how it documents account changes through an operational change-history workflow and a governance cadence around what was changed and why.

Pros
  • +Change-history tracking helps audit what was altered across campaigns and assets
  • +Managed search campaign optimization targets better conversion efficiency over raw clicks
  • +Ongoing conversion tracking maintenance supports steadier bidding decisions
  • +Ad testing workflow ties responsive search ad variants to measurable performance
Cons
  • –Deep governance depends on clear input from stakeholders for priorities
  • –Automation depth for advanced bidding strategies varies with conversion data readiness
Use scenarios
  • Marketing agencies

    White-label Google Ads delivery

    Expanded PPC capacity

  • Lead-gen teams

    Landing-page and offer iteration

    Better ad-to-site alignment

Show 2 more scenarios
  • Brands with site traffic

    Conversion-aligned remarketing

    More return conversions

    Re-engages previous visitors with managed audiences, creative, and conversion-aligned retargeting campaigns.

  • Local and regional businesses

    Paid plus local search coordination

    Broader search visibility

    Combines ongoing search support and local search work alongside paid acquisition.

Best for: Fits when mid-market teams need hands-on Google Ads management with change accountability.

#7

Searchbloom

agency

SEO and PPC agency providing Google Ads management with a focus on search and shopping.

7.6/10
Overall
Features7.6/10
Ease of Use7.6/10
Value7.6/10
Standout feature

Monthly execution reports that tie applied ad and targeting changes to observable auction performance trends.

Searchbloom delivers Google Ads management built around ongoing campaign work, structured optimization, and reporting artifacts designed for client review cycles. The service is positioned around operational control of search and shopping style workflows, including ad copy iterations and continuous auction performance monitoring.

Pros
  • +Consistent month-to-month execution on core Google Ads campaign types
  • +Reporting artifacts emphasize specific changes applied across campaigns
  • +Supports shopping and feed-driven optimization alongside search work
  • +Campaign-level recommendations map to practical auction outcomes
Cons
  • –Public materials do not show a documented API or webhook automation
  • –Change-history transparency depends on the engagement reporting format
  • –Attribution and conversion-lag handling is not clearly specified publicly
  • –Advanced portfolio governance features are not documented in detail
Use scenarios
  • Local lead-gen teams

    Connect local visibility to inquiries

    Clear local impact

  • SEO and web teams

    Fix technical crawl and indexing blockers

    Prioritized technical roadmap

Show 2 more scenarios
  • Content and SEO teams

    Search intent to page goals mapping

    Less keyword overlap

    Maps keywords and search intent to page goals, content priorities, internal links, and onsite changes.

  • PPC outsourcing clients

    Managed paid search coverage

    More controlled coverage

    Structures campaigns and ad groups, reviews search terms, and aligns ads with landing pages and conversions.

Best for: Fits when mid-market advertisers want hands-on Google Ads management with clear monthly change execution.

#8

Ignite Visibility

agency

Digital marketing agency providing enterprise Google Ads management and multi-channel campaigns.

7.3/10
Overall
Features7.3/10
Ease of Use7.3/10
Value7.3/10
Standout feature

Structured account taxonomy and documented change history to keep auction results tied to specific configuration updates.

Ignite Visibility pairs managed Google Ads execution with a heavy emphasis on ad account structuring and reporting cadence that keeps campaign changes traceable. Its work typically covers build and optimization across search, shopping, display, and video formats, with attention to conversion tracking quality and bidding strategy alignment. The service also focuses on governance routines like change documentation and performance reporting, which makes it easier to connect auction outcomes to specific configuration updates.

Pros
  • +Account restructuring and taxonomy work supports clearer campaign control
  • +Conversion tracking scrutiny improves the reliability of bidding signals
  • +Multi-channel Google Ads management covers search, shopping, display, and video
  • +Change logging and reporting cadence supports faster internal reviews
Cons
  • –Campaign rebuilds can create short-term learning disruption
  • –Automation depth and API access depend on the engagement workflow
  • –Advanced bidding experiments require tight tracking and conversion lag awareness
  • –Display and video optimization often needs stronger creative inputs
Use scenarios
  • Large content brands

    Reduce keyword cannibalization

    More coherent page targeting

  • Marketing and web teams

    Improve technical search health for ads

    Clear technical priorities

Show 2 more scenarios
  • Multi-location local businesses

    Improve visibility across city searches

    Stronger map-based visibility

    Supports local presence using location-focused content, citations, business profile work, and technical search improvements.

  • Enterprise industrial marketers

    Cross-channel program for pipeline goals

    Coordinated acquisition program

    Coordinates search, content, authority, analytics, and paid media programs tied to visibility and pipeline objectives.

Best for: Fits when teams need managed Google Ads governance plus structured rebuilds across multiple campaign types.

#9

1Digital Agency

agency

Digital marketing agency offering Google Ads management with an e-commerce focus.

6.9/10
Overall
Features6.9/10
Ease of Use6.9/10
Value6.9/10
Standout feature

Ongoing search term to negative keyword list maintenance is integrated into the campaign optimization rhythm.

1Digital Agency runs Google Ads account management focused on search and shopping execution, with ongoing campaign optimization as the core delivery workflow. Campaign setup work centers on structured account buildout and ad copy testing cycles, then continues through bidding and budget pacing adjustments based on performance signals.

Pros
  • +Execution focus on search and shopping campaign types
  • +Continual optimization tied to observable campaign performance
  • +Change visibility for campaign edits supports troubleshooting
  • +Search term review supports negative keyword list maintenance
Cons
  • –Automation depth and API extensibility are not clearly documented
  • –Admin governance controls like RBAC and audit logs are not specified
  • –Conversion tracking rigor depends on client readiness for inputs
  • –Reporting detail can skew toward campaign totals over auction diagnostics
Use scenarios
  • Ecommerce operations teams

    Maintain product catalog attributes

    More consistent attributes

  • Ecommerce marketing teams

    Improve store search visibility

    More consistent SEO execution

Show 2 more scenarios
  • Retailers migrating platforms

    Catalog migration planning and support

    More organized migration

    Supports transition to a new commerce platform by planning product data and publishing requirements.

  • Online retail growth teams

    Paid acquisition tied to storefront updates

    Better product-data alignment

    Coordinates paid search, shopping campaigns, paid social, landing pages, and related storefront updates.

Best for: Fits when an internal team can provide conversion tracking inputs and needs managed execution.

Conclusion

After evaluating 9 adwords management, WebFX stands out as our overall top pick — it scored highest across our combined criteria of features, ease of use, and value, which is why it sits at #1 in the rankings above.

Our Top Pick
WebFX

Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.

Frequently Asked Questions About Adwords Management

How do managed Google Ads services handle conversion tracking hygiene during ongoing optimization?
Perfect Search Media keeps conversion tracking disciplined by tying campaign changes to measurable KPI movement and maintaining conversion tracking hygiene as part of search optimization work. NP Digital focuses on conversion tracking hygiene and feed readiness for commerce campaigns, then uses ongoing optimization cycles to prevent measurement drift. WebFX adds enhanced conversions support so smart bidding stays aligned to the conversion signals that actually change in the account.
Which providers run a structured search term review workflow that turns search terms into negative keyword lists and ad messaging changes?
Perfect Search Media runs ongoing auction and search term reviews that convert findings into targeted negatives and message adjustments. 1Digital Agency integrates search term discovery into negative keyword hygiene as part of its ongoing optimization rhythm. Ignite Visibility ties auction outcomes to documented configuration updates, which includes the governance layer around what changed after search term findings.
How does campaign taxonomy governance differ between Lyfe Marketing and JumpFly when restructuring ad groups and keywords?
Lyfe Marketing centers account structure hygiene on repeatable optimization routines that reduce wasted spend from fragmented ad groups and stale targeting. JumpFly emphasizes systematic account restructuring by aligning campaign and ad group taxonomy and maintaining keyword strategy tied to conversion tracking quality. Both execute ongoing changes, but Lyfe Marketing prioritizes structure hygiene as an optimization loop while JumpFly prioritizes taxonomy alignment as a restructuring cadence.
What breaks if a service cannot keep a change history log for ad and campaign configuration updates?
Logical Position relies on an operational change-history workflow that records what changed and why, so missing logs break auditability and slow down iteration after underperforming tests. NP Digital uses documented change history for day-to-day governance decisions, so gaps in change records make it harder to attribute performance swings to specific configuration updates. WebFX also documents changes for account governance review, so without those records, internal stakeholders lose traceability between updates and outcomes.
When should teams choose a search-led execution model like Perfect Search Media instead of broader multi-campaign coverage?
Perfect Search Media is a fit when search-led advertisers need structured account changes and tracking discipline focused on search performance work. Ignite Visibility and NP Digital cover multiple campaign types across search, shopping, display, and video, so their scope suits teams managing broader channel mix. If the core performance risk is in search campaign structure and conversion measurement, Perfect Search Media’s search execution emphasis reduces coordination overhead.
How do services support feed-aware updates for Shopping and Performance Max-style workflows?
NP Digital prioritizes feed readiness where commerce campaigns are involved and pairs that with conversion quality focus. JumpFly connects auction-time decisions like smart bidding targets to reporting cadence and conversion tracking quality, which depends on consistent product and landing inputs. Ignite Visibility also focuses on conversion tracking quality and bidding strategy alignment across shopping-style formats, supported by structured taxonomy and documented change history.
How do managed services handle ad asset rotation and responsive search ad iteration during monthly execution cycles?
WebFX manages ad copy and asset management while also tracking campaign updates through operational documentation, so responsive search ad iteration stays tied to governance. Searchbloom delivers monthly management artifacts that center on applied changes for search and shopping style workflows, including ad copy iterations tied to auction monitoring. Ignite Visibility keeps changes traceable through structured account taxonomy and documented change history, which supports reproducible ad asset rotation across rebuilds.
How do onboarding and ongoing admin controls typically work for managed Google Ads execution?
WebFX is built for teams that want month-to-month governance, so it emphasizes operational documentation and change tracking alongside campaign operation. Logical Position and NP Digital both use structured change-history workflows that support day-to-day accountability for configuration decisions. Searchbloom focuses on monthly execution deliverables designed for client review cycles, so onboarding usually targets agreement on review cadence and what configuration changes enter the workflow.
What tradeoffs appear when a service provides documentation-heavy governance like Ignite Visibility versus execution-first search management like 1Digital Agency?
Ignite Visibility pairs managed execution with structured account taxonomy and documented change history, which increases traceability between auction outcomes and specific configuration updates. 1Digital Agency focuses on search and shopping execution and keeps reporting geared toward day-to-day decision making anchored to search term to negative keyword list maintenance. The tradeoff is governance depth versus operational emphasis, so teams that need stronger configuration traceability often prefer Ignite Visibility while teams focused on rapid search optimization routines may prefer 1Digital Agency.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Adwords Management

Adwords management options mostly differ in how they handle safe changes and reporting for campaign performance over time. We look for audit log and change history log, plus how reliably conversion tracking and attribution model reflect what your ads actually drive.

Account structure audit coverage

Why it matters

Account structure audit coverage shows whether the tool can find messy naming, broken mapping, and inconsistent setup that later wrecks reporting and optimization. It matters most when you inherit or scale an existing account.

How to check

Ask for a sample scan on a demo account and see what it flags (for example, missing labels or inconsistent campaign structure). Then confirm the fixes are actionable inside the tool, not just a static report.

Search term reporting depth

Why it matters

Search term reporting depth affects how fast you can turn real queries into better negative keyword work and cleaner targeting. If the tool can’t surface enough query detail, optimization stalls.

How to check

In a demo, request a view of search terms by campaign and timeframe, and check whether it includes enough granularity to spot repeated waste. Export a slice and compare the fields against what the product promises in its documentation.

Negative keyword list workflow

Why it matters

Negative keyword list workflow determines how consistently you prevent wasted spend across campaigns and over time. The best tools reduce rework by helping you apply negatives safely at the right scope.

How to check

Ask the demo to walk through adding negatives at multiple levels and then preview the estimated impact on coverage. Confirm the tool lets you review what changed before you apply it.

Conversion tracking reliability

Why it matters

Conversion tracking reliability is what keeps performance decisions grounded, especially when budgets shift quickly. If conversions are delayed, missing, or mismatched, ad management becomes guesswork.

How to check

On a demo, look for a conversions status view and see whether it highlights missing tags or mismatched events. Ask how it handles conversion delays and which timestamp it uses for reporting.

Attribution model transparency

Why it matters

Attribution model transparency matters when you optimize across multiple touches and channels. Without clear attribution choices, you can’t tell whether improvements come from ads or from reporting rules.

How to check

Check whether the tool shows which attribution model is in use and where it pulls that setting from. Ask for a side-by-side comparison view so you can see how results change under different attribution choices.

Audit log and change history

Why it matters

Audit log and change history let you answer “who changed what, when, and why” after a performance dip. It’s essential for safe iteration in shared accounts and for validating bulk edits.

How to check

In the demo, make a small change and then locate it in the audit trail. Confirm the entry includes the actor, the object affected, and the before/after details or an equivalent diff.

Red flags

  • Reports that look detailed but can’t be traced back to what changed
  • Search term and negatives views that don’t support practical next actions
  • Conversion displays that hide delays or event mismatches

Fit by situation

  • If you manage an inherited account with messy naming, prioritize Account structure audit coverage.
  • If you run frequent query cleanup across campaigns, prioritize Search term reporting depth.
  • If multiple people edit campaigns, prioritize Audit log and change history.
Commissioned Research

Funding and competing interests

This study was co-funded by several of the vendors assessed in it. No single vendor funded it. Funders could propose the market studied.

They had no role in selecting vendors, setting or weighting criteria, analysing data or drawing conclusions, and they received the same factual-accuracy check as every other vendor assessed.

Market definition, inclusion rules and criteria weights were fixed by an editor before research began and did not change afterwards. Editorial process →

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